Comparing Real and Synthetic

Dataset statistics

	Real	Synthetic
Number of variables	42	42
Number of observations	494021	494021
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Duplicate rows	0	0
Duplicate rows (%)	0.0%	0.0%
Total size in memory	158.3 MiB	158.3 MiB
Average record size in memory	336.0 B	336.0 B

Variable types

	Real	Synthetic
Numeric	14	14
Categorical	27	27
Text	1	1

Alerts

Reproduction

	Real	Synthetic
Analysis started	2023-12-25 15:59:00.326258	2023-12-25 16:01:19.873693
Analysis finished	2023-12-25 16:01:19.857582	2023-12-25 16:03:32.388279
Duration	2 minutes and 19.53 seconds	2 minutes and 12.51 seconds
Software version	ydata-profiling vv4.5.1	ydata-profiling vv4.5.1
Download configuration	config.json	config.json

Unnamed: 0
Real number (ℝ)

	Real	Synthetic
Distinct	494021	494021
Distinct (%)	100.0%	100.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	247010	247010

	Real	Synthetic
Minimum	0	0
Maximum	494020	494020
Zeros	1	1
Zeros (%)	< 0.1%	< 0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	24701	24701
Q1	123505	123505
median	247010	247010
Q3	370515	370515
95-th percentile	469319	469319
Maximum	494020	494020
Range	494020	494020
Interquartile range (IQR)	247010	247010

Descriptive statistics

	Real	Synthetic
Standard deviation	142611.72	142611.72
Coefficient of variation (CV)	0.57735202	0.57735202
Kurtosis	-1.2	-1.2
Mean	247010	247010
Median Absolute Deviation (MAD)	123505	123505
Skewness	-3.430305 × 10^-16	-3.430305 × 10^-16
Sum	1.2202813 × 10¹¹	1.2202813 × 10¹¹
Variance	2.0338104 × 10¹⁰	2.0338104 × 10¹⁰
Monotonicity	Strictly increasing	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
329388	1	< 0.1%
329356	1	< 0.1%
329355	1	< 0.1%
329354	1	< 0.1%
329353	1	< 0.1%
329352	1	< 0.1%
329351	1	< 0.1%
329350	1	< 0.1%
329349	1	< 0.1%
Other values (494011)	494011	> 99.9%

Value	Count	Frequency (%)
0	1	< 0.1%
329388	1	< 0.1%
329356	1	< 0.1%
329355	1	< 0.1%
329354	1	< 0.1%
329353	1	< 0.1%
329352	1	< 0.1%
329351	1	< 0.1%
329350	1	< 0.1%
329349	1	< 0.1%
Other values (494011)	494011	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

duration
Real number (ℝ)

	Real	Synthetic
Distinct	2495	5653
Distinct (%)	0.5%	1.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	47.979302	79.347479

	Real	Synthetic
Minimum	0	0
Maximum	58329	48570
Zeros	481671	454559
Zeros (%)	97.5%	92.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	0	4
Maximum	58329	48570
Range	58329	48570
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	707.74647	872.83749
Coefficient of variation (CV)	14.751079	11.000192
Kurtosis	942.53024	489.53616
Mean	47.979302	79.347479
Median Absolute Deviation (MAD)	0	0
Skewness	25.864857	18.42465
Sum	23702783	39199321
Variance	500905.07	761845.28
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	481671	97.5%
1	2476	0.5%
2	870	0.2%
3	625	0.1%
5	554	0.1%
2630	496	0.1%
4	413	0.1%
14	322	0.1%
10	194	< 0.1%
7	169	< 0.1%
Other values (2485)	6231	1.3%

Value	Count	Frequency (%)
0	454559	92.0%
1	6331	1.3%
2	3755	0.8%
3	2732	0.6%
4	2221	0.4%
5	1844	0.4%
6	1483	0.3%
7	1196	0.2%
8	1082	0.2%
9	920	0.2%
Other values (5643)	17898	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	481671	97.5%
1	2476	0.5%
2	870	0.2%
3	625	0.1%
4	413	0.1%
5	554	0.1%
6	157	< 0.1%
7	169	< 0.1%
8	103	< 0.1%
9	121	< 0.1%

Value	Count	Frequency (%)
0	454559	92.0%
1	6331	1.3%
2	3755	0.8%
3	2732	0.6%
4	2221	0.4%
5	1844	0.4%
6	1483	0.3%
7	1196	0.2%
8	1082	0.2%
9	920	0.2%

Value	Count	Frequency (%)
0	454559	92.0%
1	6331	1.3%
2	3755	0.8%
3	2732	0.6%
4	2221	0.4%
5	1844	0.4%
6	1483	0.3%
7	1196	0.2%
8	1082	0.2%
9	920	0.2%

Value	Count	Frequency (%)
0	481671	97.5%
1	2476	0.5%
2	870	0.2%
3	625	0.1%
4	413	0.1%
5	554	0.1%
6	157	< 0.1%
7	169	< 0.1%
8	103	< 0.1%
9	121	< 0.1%

protocol_type
Categorical

	Real	Synthetic
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

icmp	283602
tcp	190065
udp	20354

tcp	291120
icmp	176720
udp	26181

Length

	Real	Synthetic
Max length	4	4
Median length	4	3
Mean length	3.5740687	3.3577176
Min length	3	3

Characters and Unicode

	Real	Synthetic
Total characters	1765665	1658783
Distinct characters	7	7
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	tcp	tcp
2nd row	tcp	udp
3rd row	icmp	icmp
4th row	icmp	icmp
5th row	tcp	icmp

Common Values

Value	Count	Frequency (%)
icmp	283602	57.4%
tcp	190065	38.5%
udp	20354	4.1%

Value	Count	Frequency (%)
tcp	291120	58.9%
icmp	176720	35.8%
udp	26181	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
icmp	283602	57.4%
tcp	190065	38.5%
udp	20354	4.1%

Value	Count	Frequency (%)
tcp	291120	58.9%
icmp	176720	35.8%
udp	26181	5.3%

Most occurring characters

Value	Count	Frequency (%)
p	494021	28.0%
c	473667	26.8%
i	283602	16.1%
m	283602	16.1%
t	190065	10.8%
u	20354	1.2%
d	20354	1.2%

Value	Count	Frequency (%)
p	494021	29.8%
c	467840	28.2%
t	291120	17.6%
i	176720	10.7%
m	176720	10.7%
u	26181	1.6%
d	26181	1.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1765665	100.0%

Value	Count	Frequency (%)
Lowercase Letter	1658783	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	494021	28.0%
c	473667	26.8%
i	283602	16.1%
m	283602	16.1%
t	190065	10.8%
u	20354	1.2%
d	20354	1.2%

Value	Count	Frequency (%)
p	494021	29.8%
c	467840	28.2%
t	291120	17.6%
i	176720	10.7%
m	176720	10.7%
u	26181	1.6%
d	26181	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1765665	100.0%

Value	Count	Frequency (%)
Latin	1658783	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
p	494021	28.0%
c	473667	26.8%
i	283602	16.1%
m	283602	16.1%
t	190065	10.8%
u	20354	1.2%
d	20354	1.2%

Value	Count	Frequency (%)
p	494021	29.8%
c	467840	28.2%
t	291120	17.6%
i	176720	10.7%
m	176720	10.7%
u	26181	1.6%
d	26181	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1765665	100.0%

Value	Count	Frequency (%)
ASCII	1658783	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
p	494021	28.0%
c	473667	26.8%
i	283602	16.1%
m	283602	16.1%
t	190065	10.8%
u	20354	1.2%
d	20354	1.2%

Value	Count	Frequency (%)
p	494021	29.8%
c	467840	28.2%
t	291120	17.6%
i	176720	10.7%
m	176720	10.7%
u	26181	1.6%
d	26181	1.6%

service
['Text', 'Text']

	Real	Synthetic
Distinct	66	65
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Length

	Real	Synthetic
Max length	11	11
Median length	5	10
Mean length	5.3699721	5.4601869
Min length	3	3

Characters and Unicode

	Real	Synthetic
Total characters	2652879	2697447
Distinct characters	38	38
Distinct categories	4	4 ?
Distinct scripts	2	2 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	3	0 ?
Unique (%)	< 0.1%	0.0%

Sample

	Real	Synthetic
1st row	smtp	name
2nd row	http	private
3rd row	ecr_i	ecr_i
4th row	ecr_i	ecr_i
5th row	private	ecr_i

Value	Count	Frequency (%)
ecr_i	281400	57.0%
private	110893	22.4%
http	64293	13.0%
smtp	9723	2.0%
other	7237	1.5%
domain_u	5863	1.2%
ftp_data	4721	1.0%
eco_i	1642	0.3%
ftp	798	0.2%
finger	670	0.1%
Other values (56)	6781	1.4%

Value	Count	Frequency (%)
ecr_i	164230	33.2%
http	63574	12.9%
private	37740	7.6%
printer	27701	5.6%
pop_3	18844	3.8%
smtp	17871	3.6%
remote_job	16268	3.3%
pop_2	14801	3.0%
other	14630	3.0%
pm_dump	12019	2.4%
Other values (55)	106343	21.5%

Most occurring characters

Value	Count	Frequency (%)
e	405384	15.3%
i	402706	15.2%
r	401758	15.1%
_	295947	11.2%
c	284019	10.7%
t	270911	10.2%
p	193674	7.3%
a	127712	4.8%
v	110999	4.2%
h	72835	2.7%
Other values (28)	86934	3.3%

Value	Count	Frequency (%)
e	334983	12.4%
r	305811	11.3%
t	303925	11.3%
p	276712	10.3%
_	271917	10.1%
i	260322	9.7%
c	179657	6.7%
o	114136	4.2%
h	99604	3.7%
n	93170	3.5%
Other values (28)	457210	16.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2355593	88.8%
Connector Punctuation	295947	11.2%
Decimal Number	1107	< 0.1%
Uppercase Letter	232	< 0.1%

Value	Count	Frequency (%)
Lowercase Letter	2385682	88.4%
Connector Punctuation	271917	10.1%
Decimal Number	39387	1.5%
Uppercase Letter	461	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	405384	17.2%
i	402706	17.1%
r	401758	17.1%
c	284019	12.1%
t	270911	11.5%
p	193674	8.2%
a	127712	5.4%
v	110999	4.7%
h	72835	3.1%
m	16722	0.7%
Other values (15)	68873	2.9%

Value	Count	Frequency (%)
e	334983	14.0%
r	305811	12.8%
t	303925	12.7%
p	276712	11.6%
i	260322	10.9%
c	179657	7.5%
o	114136	4.8%
h	99604	4.2%
n	93170	3.9%
m	75374	3.2%
Other values (15)	341988	14.3%

Connector Punctuation

Value	Count	Frequency (%)
_	295947	100.0%

Value	Count	Frequency (%)
_	271917	100.0%

Decimal Number

Value	Count	Frequency (%)
3	393	35.5%
4	315	28.5%
2	101	9.1%
5	92	8.3%
0	92	8.3%
9	92	8.3%
1	22	2.0%

Value	Count	Frequency (%)
3	20377	51.7%
2	14801	37.6%
4	3753	9.5%
9	116	0.3%
5	116	0.3%
0	116	0.3%
1	108	0.3%

Uppercase Letter

Value	Count	Frequency (%)
Z	92	39.7%
I	43	18.5%
R	43	18.5%
C	43	18.5%
X	11	4.7%

Value	Count	Frequency (%)
Z	116	25.2%
I	97	21.0%
R	97	21.0%
C	97	21.0%
X	54	11.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2355825	88.8%
Common	297054	11.2%

Value	Count	Frequency (%)
Latin	2386143	88.5%
Common	311304	11.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	405384	17.2%
i	402706	17.1%
r	401758	17.1%
c	284019	12.1%
t	270911	11.5%
p	193674	8.2%
a	127712	5.4%
v	110999	4.7%
h	72835	3.1%
m	16722	0.7%
Other values (20)	69105	2.9%

Value	Count	Frequency (%)
e	334983	14.0%
r	305811	12.8%
t	303925	12.7%
p	276712	11.6%
i	260322	10.9%
c	179657	7.5%
o	114136	4.8%
h	99604	4.2%
n	93170	3.9%
m	75374	3.2%
Other values (20)	342449	14.4%

Common

Value	Count	Frequency (%)
_	295947	99.6%
3	393	0.1%
4	315	0.1%
2	101	< 0.1%
5	92	< 0.1%
0	92	< 0.1%
9	92	< 0.1%
1	22	< 0.1%

Value	Count	Frequency (%)
_	271917	87.3%
3	20377	6.5%
2	14801	4.8%
4	3753	1.2%
9	116	< 0.1%
5	116	< 0.1%
0	116	< 0.1%
1	108	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2652879	100.0%

Value	Count	Frequency (%)
ASCII	2697447	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	405384	15.3%
i	402706	15.2%
r	401758	15.1%
_	295947	11.2%
c	284019	10.7%
t	270911	10.2%
p	193674	7.3%
a	127712	4.8%
v	110999	4.2%
h	72835	2.7%
Other values (28)	86934	3.3%

Value	Count	Frequency (%)
e	334983	12.4%
r	305811	11.3%
t	303925	11.3%
p	276712	10.3%
_	271917	10.1%
i	260322	9.7%
c	179657	6.7%
o	114136	4.2%
h	99604	3.7%
n	93170	3.5%
Other values (28)	457210	16.9%

flag
Categorical

	Real	Synthetic
Distinct	11	11
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

SF	378440
S0	87007
REJ	26875
RSTR	903
RSTO	579
Other values (6)	217

SF	276282
S0	142130
REJ	33679
S3	19987
OTH	12183
Other values (6)	9760

Length

	Real	Synthetic
Max length	6	6
Median length	2	2
Mean length	2.0605055	2.1310106
Min length	2	2

Characters and Unicode

	Real	Synthetic
Total characters	1017933	1052764
Distinct characters	12	12
Distinct categories	2	2 ?
Distinct scripts	2	2 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	SF	S0
2nd row	SF	SF
3rd row	SF	SF
4th row	SF	SF
5th row	S0	SF

Common Values

Value	Count	Frequency (%)
SF	378440	76.6%
S0	87007	17.6%
REJ	26875	5.4%
RSTR	903	0.2%
RSTO	579	0.1%
SH	107	< 0.1%
S1	57	< 0.1%
S2	24	< 0.1%
RSTOS0	11	< 0.1%
S3	10	< 0.1%

Value	Count	Frequency (%)
SF	276282	55.9%
S0	142130	28.8%
REJ	33679	6.8%
S3	19987	4.0%
OTH	12183	2.5%
RSTR	6161	1.2%
RSTO	1145	0.2%
RSTOS0	1062	0.2%
S2	567	0.1%
S1	475	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

Synthetic

Number of variable categories passes threshold (config.plot.cat_freq.max_unique)

Value	Count	Frequency (%)
sf	378440	76.6%
s0	87007	17.6%
rej	26875	5.4%
rstr	903	0.2%
rsto	579	0.1%
sh	107	< 0.1%
s1	57	< 0.1%
s2	24	< 0.1%
rstos0	11	< 0.1%
s3	10	< 0.1%

Value	Count	Frequency (%)
sf	276282	55.9%
s0	142130	28.8%
rej	33679	6.8%
s3	19987	4.0%
oth	12183	2.5%
rstr	6161	1.2%
rsto	1145	0.2%
rstos0	1062	0.2%
s2	567	0.1%
s1	475	0.1%

Most occurring characters

Value	Count	Frequency (%)
S	467149	45.9%
F	378440	37.2%
0	87018	8.5%
R	29271	2.9%
E	26875	2.6%
J	26875	2.6%
T	1501	0.1%
O	598	0.1%
H	115	< 0.1%
1	57	< 0.1%
Other values (2)	34	< 0.1%

Value	Count	Frequency (%)
S	449221	42.7%
F	276282	26.2%
0	143192	13.6%
R	48208	4.6%
E	33679	3.2%
J	33679	3.2%
T	20551	2.0%
3	19987	1.9%
O	14390	1.4%
H	12533	1.2%
Other values (2)	1042	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	930824	91.4%
Decimal Number	87109	8.6%

Value	Count	Frequency (%)
Uppercase Letter	888543	84.4%
Decimal Number	164221	15.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	467149	50.2%
F	378440	40.7%
R	29271	3.1%
E	26875	2.9%
J	26875	2.9%
T	1501	0.2%
O	598	0.1%
H	115	< 0.1%

Value	Count	Frequency (%)
S	449221	50.6%
F	276282	31.1%
R	48208	5.4%
E	33679	3.8%
J	33679	3.8%
T	20551	2.3%
O	14390	1.6%
H	12533	1.4%

Decimal Number

Value	Count	Frequency (%)
0	87018	99.9%
1	57	0.1%
2	24	< 0.1%
3	10	< 0.1%

Value	Count	Frequency (%)
0	143192	87.2%
3	19987	12.2%
2	567	0.3%
1	475	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	930824	91.4%
Common	87109	8.6%

Value	Count	Frequency (%)
Latin	888543	84.4%
Common	164221	15.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	467149	50.2%
F	378440	40.7%
R	29271	3.1%
E	26875	2.9%
J	26875	2.9%
T	1501	0.2%
O	598	0.1%
H	115	< 0.1%

Value	Count	Frequency (%)
S	449221	50.6%
F	276282	31.1%
R	48208	5.4%
E	33679	3.8%
J	33679	3.8%
T	20551	2.3%
O	14390	1.6%
H	12533	1.4%

Common

Value	Count	Frequency (%)
0	87018	99.9%
1	57	0.1%
2	24	< 0.1%
3	10	< 0.1%

Value	Count	Frequency (%)
0	143192	87.2%
3	19987	12.2%
2	567	0.3%
1	475	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1017933	100.0%

Value	Count	Frequency (%)
ASCII	1052764	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	467149	45.9%
F	378440	37.2%
0	87018	8.5%
R	29271	2.9%
E	26875	2.6%
J	26875	2.6%
T	1501	0.1%
O	598	0.1%
H	115	< 0.1%
1	57	< 0.1%
Other values (2)	34	< 0.1%

Value	Count	Frequency (%)
S	449221	42.7%
F	276282	26.2%
0	143192	13.6%
R	48208	4.6%
E	33679	3.2%
J	33679	3.2%
T	20551	2.0%
3	19987	1.9%
O	14390	1.4%
H	12533	1.2%
Other values (2)	1042	0.1%

src_bytes
Real number (ℝ)

	Real	Synthetic
Distinct	3300	13720
Distinct (%)	0.7%	2.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	3025.6102	10867.997

	Real	Synthetic
Minimum	0	0
Maximum	6.9337562 × 10⁸	4.6003755 × 10⁸
Zeros	115342	193325
Zeros (%)	23.3%	39.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	45	0
median	520	237
Q3	1032	900
95-th percentile	1032	1443
Maximum	6.9337562 × 10⁸	4.6003755 × 10⁸
Range	6.9337562 × 10⁸	4.6003755 × 10⁸
Interquartile range (IQR)	987	900

Descriptive statistics

	Real	Synthetic
Standard deviation	988218.07	1220218.9
Coefficient of variation (CV)	326.61777	112.27634
Kurtosis	490584.35	69956.882
Mean	3025.6102	10867.997
Median Absolute Deviation (MAD)	512	237
Skewness	699.21315	240.25976
Sum	1.494715 × 10⁹	5.3690187 × 10⁹
Variance	9.7657495 × 10¹¹	1.4889341 × 10¹²
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1032	228035	46.2%
0	115342	23.3%
520	52774	10.7%
105	7370	1.5%
147	2725	0.6%
54540	2143	0.4%
146	2033	0.4%
42	1069	0.2%
8	1045	0.2%
28	984	0.2%
Other values (3290)	80501	16.3%

Value	Count	Frequency (%)
0	193325	39.1%
520	5998	1.2%
105	4583	0.9%
146	1785	0.4%
54540	1482	0.3%
147	1276	0.3%
28	1192	0.2%
145	1190	0.2%
8	1069	0.2%
44	931	0.2%
Other values (13710)	281190	56.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115342	23.3%
1	257	0.1%
4	4	< 0.1%
5	12	< 0.1%
6	67	< 0.1%
7	104	< 0.1%
8	1045	0.2%
9	155	< 0.1%
10	174	< 0.1%
11	19	< 0.1%

Value	Count	Frequency (%)
0	193325	39.1%
1	879	0.2%
2	354	0.1%
3	231	< 0.1%
4	228	< 0.1%
5	172	< 0.1%
6	258	0.1%
7	343	0.1%
8	1069	0.2%
9	267	0.1%

Value	Count	Frequency (%)
0	193325	39.1%
1	879	0.2%
2	354	0.1%
3	231	< 0.1%
4	228	< 0.1%
5	172	< 0.1%
6	258	0.1%
7	343	0.1%
8	1069	0.2%
9	267	0.1%

Value	Count	Frequency (%)
0	115342	23.3%
1	257	0.1%
4	4	< 0.1%
5	12	< 0.1%
6	67	< 0.1%
7	104	< 0.1%
8	1045	0.2%
9	155	< 0.1%
10	174	< 0.1%
11	19	< 0.1%

dst_bytes
Real number (ℝ)

	Real	Synthetic
Distinct	10725	21194
Distinct (%)	2.2%	4.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	868.53242	1785.0474

	Real	Synthetic
Minimum	0	0
Maximum	5155468	5153589
Zeros	408258	372649
Zeros (%)	82.6%	75.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	2417	7034
Maximum	5155468	5153589
Range	5155468	5153589
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	33040.001	36301.847
Coefficient of variation (CV)	38.041183	20.336629
Kurtosis	20338.143	11197.148
Mean	868.53242	1785.0474
Median Absolute Deviation (MAD)	0	0
Skewness	136.75928	94.513002
Sum	4.2907326 × 10⁸	8.8185088 × 10⁸
Variance	1.0916417 × 10⁹	1.3178241 × 10⁹
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	408258	82.6%
105	4451	0.9%
147	2501	0.5%
146	2289	0.5%
8314	2133	0.4%
145	985	0.2%
42	921	0.2%
330	854	0.2%
329	804	0.2%
331	793	0.2%
Other values (10715)	70032	14.2%

Value	Count	Frequency (%)
0	372649	75.4%
105	2729	0.6%
1	2099	0.4%
8314	1556	0.3%
2	1283	0.3%
3	857	0.2%
146	839	0.2%
147	808	0.2%
4	752	0.2%
145	668	0.1%
Other values (21184)	109781	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	408258	82.6%
1	5	< 0.1%
4	107	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
14	1	< 0.1%
15	5	< 0.1%
17	29	< 0.1%
18	3	< 0.1%
20	2	< 0.1%

Value	Count	Frequency (%)
0	372649	75.4%
1	2099	0.4%
2	1283	0.3%
3	857	0.2%
4	752	0.2%
5	475	0.1%
6	373	0.1%
7	272	0.1%
8	209	< 0.1%
9	199	< 0.1%

Value	Count	Frequency (%)
0	372649	75.4%
1	2099	0.4%
2	1283	0.3%
3	857	0.2%
4	752	0.2%
5	475	0.1%
6	373	0.1%
7	272	0.1%
8	209	< 0.1%
9	199	< 0.1%

Value	Count	Frequency (%)
0	408258	82.6%
1	5	< 0.1%
4	107	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
14	1	< 0.1%
15	5	< 0.1%
17	29	< 0.1%
18	3	< 0.1%
20	2	< 0.1%

land
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	493999
1	22

0	493996
1	25

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	493999	> 99.9%
1	22	< 0.1%

Value	Count	Frequency (%)
0	493996	> 99.9%
1	25	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	493999	> 99.9%
1	22	< 0.1%

Value	Count	Frequency (%)
0	493996	> 99.9%
1	25	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	493999	> 99.9%
1	22	< 0.1%

Value	Count	Frequency (%)
0	493996	> 99.9%
1	25	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	493999	> 99.9%
1	22	< 0.1%

Value	Count	Frequency (%)
0	493996	> 99.9%
1	25	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	493999	> 99.9%
1	22	< 0.1%

Value	Count	Frequency (%)
0	493996	> 99.9%
1	25	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	493999	> 99.9%
1	22	< 0.1%

Value	Count	Frequency (%)
0	493996	> 99.9%
1	25	< 0.1%

wrong_fragment
Categorical

	Real	Synthetic
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	492783
3	970
1	268

0	492103
3	1454
1	464

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	3	3
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	492783	99.7%
3	970	0.2%
1	268	0.1%

Value	Count	Frequency (%)
0	492103	99.6%
3	1454	0.3%
1	464	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	492783	99.7%
3	970	0.2%
1	268	0.1%

Value	Count	Frequency (%)
0	492103	99.6%
3	1454	0.3%
1	464	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	492783	99.7%
3	970	0.2%
1	268	0.1%

Value	Count	Frequency (%)
0	492103	99.6%
3	1454	0.3%
1	464	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	492783	99.7%
3	970	0.2%
1	268	0.1%

Value	Count	Frequency (%)
0	492103	99.6%
3	1454	0.3%
1	464	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	492783	99.7%
3	970	0.2%
1	268	0.1%

Value	Count	Frequency (%)
0	492103	99.6%
3	1454	0.3%
1	464	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	492783	99.7%
3	970	0.2%
1	268	0.1%

Value	Count	Frequency (%)
0	492103	99.6%
3	1454	0.3%
1	464	0.1%

urgent
Categorical

	Real	Synthetic
Distinct	4	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	494017
1	2
2	1
3	1

0	494019
3	2

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	4	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	2	0 ?
Unique (%)	< 0.1%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	494017	> 99.9%
1	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
0	494019	> 99.9%
3	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	494017	> 99.9%
1	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
0	494019	> 99.9%
3	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	494017	> 99.9%
1	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
0	494019	> 99.9%
3	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	494017	> 99.9%
1	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
0	494019	> 99.9%
3	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	494017	> 99.9%
1	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
0	494019	> 99.9%
3	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	494017	> 99.9%
1	2	< 0.1%
2	1	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
0	494019	> 99.9%
3	2	< 0.1%

hot
Real number (ℝ)

	Real	Synthetic
Distinct	22	31
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.034518776	0.0466215

	Real	Synthetic
Minimum	0	0
Maximum	30	30
Zeros	490829	489530
Zeros (%)	99.4%	99.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	0	0
Maximum	30	30
Range	30	30
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	0.78210258	0.87520604
Coefficient of variation (CV)	22.65731	18.772584
Kurtosis	1127.0172	795.12178
Mean	0.034518776	0.0466215
Median Absolute Deviation (MAD)	0	0
Skewness	32.629145	27.071839
Sum	17053	23032
Variance	0.61168445	0.76598562
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	490829	99.4%
2	2192	0.4%
28	274	0.1%
1	256	0.1%
4	112	< 0.1%
6	104	< 0.1%
5	51	< 0.1%
3	38	< 0.1%
14	37	< 0.1%
30	28	< 0.1%
Other values (12)	100	< 0.1%

Value	Count	Frequency (%)
0	489530	99.1%
2	2081	0.4%
1	1193	0.2%
28	192	< 0.1%
4	119	< 0.1%
3	114	< 0.1%
5	97	< 0.1%
6	76	< 0.1%
7	44	< 0.1%
9	40	< 0.1%
Other values (21)	535	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	490829	99.4%
1	256	0.1%
2	2192	0.4%
3	38	< 0.1%
4	112	< 0.1%
5	51	< 0.1%
6	104	< 0.1%
7	5	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
0	489530	99.1%
1	1193	0.2%
2	2081	0.4%
3	114	< 0.1%
4	119	< 0.1%
5	97	< 0.1%
6	76	< 0.1%
7	44	< 0.1%
8	37	< 0.1%
9	40	< 0.1%

Value	Count	Frequency (%)
0	489530	99.1%
1	1193	0.2%
2	2081	0.4%
3	114	< 0.1%
4	119	< 0.1%
5	97	< 0.1%
6	76	< 0.1%
7	44	< 0.1%
8	37	< 0.1%
9	40	< 0.1%

Value	Count	Frequency (%)
0	490829	99.4%
1	256	0.1%
2	2192	0.4%
3	38	< 0.1%
4	112	< 0.1%
5	51	< 0.1%
6	104	< 0.1%
7	5	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

num_failed_logins
Real number (ℝ)

	Real	Synthetic
Distinct	6	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.00015181541	0.00020039634

	Real	Synthetic
Minimum	0	0
Maximum	5	2
Zeros	493958	493926
Zeros (%)	> 99.9%	> 99.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	0	0
Maximum	5	2
Range	5	2
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	0.015519597	0.014715647
Coefficient of variation (CV)	102.22676	73.432713
Kurtosis	37221.597	6683.4983
Mean	0.00015181541	0.00020039634
Median Absolute Deviation (MAD)	0	0
Skewness	160.80262	78.090302
Sum	75	99
Variance	0.00024085789	0.00021655026
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	493958	> 99.9%
1	57	< 0.1%
2	3	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
0	493926	> 99.9%
1	91	< 0.1%
2	4	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	493958	> 99.9%
1	57	< 0.1%
2	3	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
0	493926	> 99.9%
1	91	< 0.1%
2	4	< 0.1%

Value	Count	Frequency (%)
0	493926	> 99.9%
1	91	< 0.1%
2	4	< 0.1%

Value	Count	Frequency (%)
0	493958	> 99.9%
1	57	< 0.1%
2	3	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

logged_in
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	420784
1	73237

0	401652
1	92369

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	1	0
2nd row	1	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	420784	85.2%
1	73237	14.8%

Value	Count	Frequency (%)
0	401652	81.3%
1	92369	18.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	420784	85.2%
1	73237	14.8%

Value	Count	Frequency (%)
0	401652	81.3%
1	92369	18.7%

Most occurring characters

Value	Count	Frequency (%)
0	420784	85.2%
1	73237	14.8%

Value	Count	Frequency (%)
0	401652	81.3%
1	92369	18.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	420784	85.2%
1	73237	14.8%

Value	Count	Frequency (%)
0	401652	81.3%
1	92369	18.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	420784	85.2%
1	73237	14.8%

Value	Count	Frequency (%)
0	401652	81.3%
1	92369	18.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	420784	85.2%
1	73237	14.8%

Value	Count	Frequency (%)
0	401652	81.3%
1	92369	18.7%

num_compromised
Real number (ℝ)

	Real	Synthetic
Distinct	23	45
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.010212116	0.01830489

	Real	Synthetic
Minimum	0	0
Maximum	884	695
Zeros	491797	491868
Zeros (%)	99.5%	99.6%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	0	0
Maximum	884	695
Range	884	695
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	1.7983263	2.3373002
Coefficient of variation (CV)	176.09731	127.6872
Kurtosis	188121.35	47777.75
Mean	0.010212116	0.01830489
Median Absolute Deviation (MAD)	0	0
Skewness	417.53023	209.45445
Sum	5045	9043
Variance	3.2339773	5.4629721
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	491797	99.5%
1	2151	0.4%
2	24	< 0.1%
4	16	< 0.1%
3	11	< 0.1%
6	3	< 0.1%
5	2	< 0.1%
7	2	< 0.1%
767	1	< 0.1%
12	1	< 0.1%
Other values (13)	13	< 0.1%

Value	Count	Frequency (%)
0	491868	99.6%
1	2054	0.4%
2	29	< 0.1%
3	11	< 0.1%
4	7	< 0.1%
5	4	< 0.1%
9	4	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
10	2	< 0.1%
Other values (35)	36	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	491797	99.5%
1	2151	0.4%
2	24	< 0.1%
3	11	< 0.1%
4	16	< 0.1%
5	2	< 0.1%
6	3	< 0.1%
7	2	< 0.1%
9	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
0	491868	99.6%
1	2054	0.4%
2	29	< 0.1%
3	11	< 0.1%
4	7	< 0.1%
5	4	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
8	1	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
0	491868	99.6%
1	2054	0.4%
2	29	< 0.1%
3	11	< 0.1%
4	7	< 0.1%
5	4	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
8	1	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
0	491797	99.5%
1	2151	0.4%
2	24	< 0.1%
3	11	< 0.1%
4	16	< 0.1%
5	2	< 0.1%
6	3	< 0.1%
7	2	< 0.1%
9	1	< 0.1%
11	1	< 0.1%

root_shell
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	493966
1	55

0	493982
1	39

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	493966	> 99.9%
1	55	< 0.1%

Value	Count	Frequency (%)
0	493982	> 99.9%
1	39	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	493966	> 99.9%
1	55	< 0.1%

Value	Count	Frequency (%)
0	493982	> 99.9%
1	39	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	493966	> 99.9%
1	55	< 0.1%

Value	Count	Frequency (%)
0	493982	> 99.9%
1	39	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	493966	> 99.9%
1	55	< 0.1%

Value	Count	Frequency (%)
0	493982	> 99.9%
1	39	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	493966	> 99.9%
1	55	< 0.1%

Value	Count	Frequency (%)
0	493982	> 99.9%
1	39	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	493966	> 99.9%
1	55	< 0.1%

Value	Count	Frequency (%)
0	493982	> 99.9%
1	39	< 0.1%

su_attempted
Categorical

	Real	Synthetic
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	494009
1	6
2	6

0	494011
1	6
2	4

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	3	3
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	494009	> 99.9%
1	6	< 0.1%
2	6	< 0.1%

Value	Count	Frequency (%)
0	494011	> 99.9%
1	6	< 0.1%
2	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	494009	> 99.9%
1	6	< 0.1%
2	6	< 0.1%

Value	Count	Frequency (%)
0	494011	> 99.9%
1	6	< 0.1%
2	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	494009	> 99.9%
1	6	< 0.1%
2	6	< 0.1%

Value	Count	Frequency (%)
0	494011	> 99.9%
1	6	< 0.1%
2	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	494009	> 99.9%
1	6	< 0.1%
2	6	< 0.1%

Value	Count	Frequency (%)
0	494011	> 99.9%
1	6	< 0.1%
2	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	494009	> 99.9%
1	6	< 0.1%
2	6	< 0.1%

Value	Count	Frequency (%)
0	494011	> 99.9%
1	6	< 0.1%
2	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	494009	> 99.9%
1	6	< 0.1%
2	6	< 0.1%

Value	Count	Frequency (%)
0	494011	> 99.9%
1	6	< 0.1%
2	4	< 0.1%

num_root
Real number (ℝ)

	Real	Synthetic
Distinct	20	44
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.011351744	0.019646938

	Real	Synthetic
Minimum	0	0
Maximum	993	765
Zeros	493436	492697
Zeros (%)	99.9%	99.7%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	0	0
Maximum	993	765
Range	993	765
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	2.0127183	1.9648944
Coefficient of variation (CV)	177.30476	100.01021
Kurtosis	188933.05	80839.543
Mean	0.011351744	0.019646938
Median Absolute Deviation (MAD)	0	0
Skewness	417.06584	260.61419
Sum	5608	9706
Variance	4.0510351	3.8608099
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	493436	99.9%
1	233	< 0.1%
9	167	< 0.1%
6	126	< 0.1%
2	22	< 0.1%
5	12	< 0.1%
4	10	< 0.1%
3	3	< 0.1%
12	1	< 0.1%
993	1	< 0.1%
Other values (10)	10	< 0.1%

Value	Count	Frequency (%)
0	492697	99.7%
1	459	0.1%
2	210	< 0.1%
9	136	< 0.1%
3	132	< 0.1%
4	90	< 0.1%
5	73	< 0.1%
6	70	< 0.1%
7	54	< 0.1%
8	46	< 0.1%
Other values (34)	54	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	493436	99.9%
1	233	< 0.1%
2	22	< 0.1%
3	3	< 0.1%
4	10	< 0.1%
5	12	< 0.1%
6	126	< 0.1%
7	1	< 0.1%
9	167	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
0	492697	99.7%
1	459	0.1%
2	210	< 0.1%
3	132	< 0.1%
4	90	< 0.1%
5	73	< 0.1%
6	70	< 0.1%
7	54	< 0.1%
8	46	< 0.1%
9	136	< 0.1%

Value	Count	Frequency (%)
0	492697	99.7%
1	459	0.1%
2	210	< 0.1%
3	132	< 0.1%
4	90	< 0.1%
5	73	< 0.1%
6	70	< 0.1%
7	54	< 0.1%
8	46	< 0.1%
9	136	< 0.1%

Value	Count	Frequency (%)
0	493436	99.9%
1	233	< 0.1%
2	22	< 0.1%
3	3	< 0.1%
4	10	< 0.1%
5	12	< 0.1%
6	126	< 0.1%
7	1	< 0.1%
9	167	< 0.1%
12	1	< 0.1%

num_file_creations
Real number (ℝ)

	Real	Synthetic
Distinct	18	17
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.0010829499	0.00089874722

	Real	Synthetic
Minimum	0	0
Maximum	28	25
Zeros	493756	493808
Zeros (%)	99.9%	> 99.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	0	0
Maximum	28	25
Range	28	25
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	0.096415879	0.075735078
Coefficient of variation (CV)	89.030783	84.267386
Kurtosis	43583.895	42471.649
Mean	0.0010829499	0.00089874722
Median Absolute Deviation (MAD)	0	0
Skewness	192.33477	180.15833
Sum	535	444
Variance	0.0092960217	0.0057358021
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	493756	99.9%
1	207	< 0.1%
2	36	< 0.1%
4	7	< 0.1%
16	2	< 0.1%
9	1	< 0.1%
5	1	< 0.1%
21	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
Other values (8)	8	< 0.1%

Value	Count	Frequency (%)
0	493808	> 99.9%
1	150	< 0.1%
2	34	< 0.1%
4	7	< 0.1%
5	6	< 0.1%
3	3	< 0.1%
14	2	< 0.1%
8	2	< 0.1%
15	1	< 0.1%
11	1	< 0.1%
Other values (7)	7	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	493756	99.9%
1	207	< 0.1%
2	36	< 0.1%
4	7	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
0	493808	> 99.9%
1	150	< 0.1%
2	34	< 0.1%
3	3	< 0.1%
4	7	< 0.1%
5	6	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
0	493808	> 99.9%
1	150	< 0.1%
2	34	< 0.1%
3	3	< 0.1%
4	7	< 0.1%
5	6	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
0	493756	99.9%
1	207	< 0.1%
2	36	< 0.1%
4	7	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%

num_shells
Categorical

	Real	Synthetic
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	493970
1	48
2	3

0	493927
1	92
2	2

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	3	3
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	493970	> 99.9%
1	48	< 0.1%
2	3	< 0.1%

Value	Count	Frequency (%)
0	493927	> 99.9%
1	92	< 0.1%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	493970	> 99.9%
1	48	< 0.1%
2	3	< 0.1%

Value	Count	Frequency (%)
0	493927	> 99.9%
1	92	< 0.1%
2	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	493970	> 99.9%
1	48	< 0.1%
2	3	< 0.1%

Value	Count	Frequency (%)
0	493927	> 99.9%
1	92	< 0.1%
2	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	493970	> 99.9%
1	48	< 0.1%
2	3	< 0.1%

Value	Count	Frequency (%)
0	493927	> 99.9%
1	92	< 0.1%
2	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	493970	> 99.9%
1	48	< 0.1%
2	3	< 0.1%

Value	Count	Frequency (%)
0	493927	> 99.9%
1	92	< 0.1%
2	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	493970	> 99.9%
1	48	< 0.1%
2	3	< 0.1%

Value	Count	Frequency (%)
0	493927	> 99.9%
1	92	< 0.1%
2	2	< 0.1%

num_access_files
Real number (ℝ)

	Real	Synthetic
Distinct	7	7
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.0010080543	0.0015586382

	Real	Synthetic
Minimum	0	0
Maximum	8	8
Zeros	493567	493323
Zeros (%)	99.9%	99.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	0
95-th percentile	0	0
Maximum	8	8
Range	8	8
Interquartile range (IQR)	0	0

Descriptive statistics

	Real	Synthetic
Standard deviation	0.03648169	0.045678823
Coefficient of variation (CV)	36.190203	29.30688
Kurtosis	7571.4041	5284.8496
Mean	0.0010080543	0.0015586382
Median Absolute Deviation (MAD)	0	0
Skewness	61.201452	50.783713
Sum	498	770
Variance	0.0013309137	0.0020865549
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	493567	99.9%
1	424	0.1%
2	25	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
0	493323	99.9%
1	648	0.1%
2	42	< 0.1%
3	4	< 0.1%
8	2	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	493567	99.9%
1	424	0.1%
2	25	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
0	493323	99.9%
1	648	0.1%
2	42	< 0.1%
3	4	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
0	493323	99.9%
1	648	0.1%
2	42	< 0.1%
3	4	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
0	493567	99.9%
1	424	0.1%
2	25	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%

is_host_login
Categorical

	Real	Synthetic
Distinct	1	1
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	494021

0	494021

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	1	1
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	494021	100.0%

Value	Count	Frequency (%)
0	494021	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	494021	100.0%

Value	Count	Frequency (%)
0	494021	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	494021	100.0%

Value	Count	Frequency (%)
0	494021	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	494021	100.0%

Value	Count	Frequency (%)
0	494021	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	494021	100.0%

Value	Count	Frequency (%)
0	494021	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	494021	100.0%

Value	Count	Frequency (%)
0	494021	100.0%

is_guest_login
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	493336
1	685

0	493029
1	992

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	493336	99.9%
1	685	0.1%

Value	Count	Frequency (%)
0	493029	99.8%
1	992	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	493336	99.9%
1	685	0.1%

Value	Count	Frequency (%)
0	493029	99.8%
1	992	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	493336	99.9%
1	685	0.1%

Value	Count	Frequency (%)
0	493029	99.8%
1	992	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	493336	99.9%
1	685	0.1%

Value	Count	Frequency (%)
0	493029	99.8%
1	992	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	493336	99.9%
1	685	0.1%

Value	Count	Frequency (%)
0	493029	99.8%
1	992	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	493336	99.9%
1	685	0.1%

Value	Count	Frequency (%)
0	493029	99.8%
1	992	0.2%

count
Real number (ℝ)

	Real	Synthetic
Distinct	490	512
Distinct (%)	0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	332.28569	248.55286

	Real	Synthetic
Minimum	0	0
Maximum	511	511
Zeros	2	9930
Zeros (%)	< 0.1%	2.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	1	1
Q1	117	22
median	510	216
Q3	511	492
95-th percentile	511	509
Maximum	511	511
Range	511	511
Interquartile range (IQR)	394	470

Descriptive statistics

	Real	Synthetic
Standard deviation	213.14741	200.59989
Coefficient of variation (CV)	0.64145829	0.80707134
Kurtosis	-1.4722098	-1.5650079
Mean	332.28569	248.55286
Median Absolute Deviation (MAD)	1	213
Skewness	-0.54200562	0.14643106
Sum	1.6415611 × 10⁸	1.2279033 × 10⁸
Variance	45431.819	40240.315
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
511	227895	46.1%
1	39214	7.9%
510	26598	5.4%
2	11219	2.3%
3	5812	1.2%
509	5605	1.1%
4	5400	1.1%
5	4469	0.9%
6	3708	0.8%
7	3254	0.7%
Other values (480)	160847	32.6%

Value	Count	Frequency (%)
1	46332	9.4%
2	11932	2.4%
0	9930	2.0%
511	8609	1.7%
509	8584	1.7%
510	8578	1.7%
508	7989	1.6%
507	7657	1.5%
3	7093	1.4%
506	7084	1.4%
Other values (502)	370233	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	39214	7.9%
2	11219	2.3%
3	5812	1.2%
4	5400	1.1%
5	4469	0.9%
6	3708	0.8%
7	3254	0.7%
8	2921	0.6%
9	2692	0.5%

Value	Count	Frequency (%)
0	9930	2.0%
1	46332	9.4%
2	11932	2.4%
3	7093	1.4%
4	6303	1.3%
5	5171	1.0%
6	4304	0.9%
7	3865	0.8%
8	3543	0.7%
9	3101	0.6%

Value	Count	Frequency (%)
0	9930	2.0%
1	46332	9.4%
2	11932	2.4%
3	7093	1.4%
4	6303	1.3%
5	5171	1.0%
6	4304	0.9%
7	3865	0.8%
8	3543	0.7%
9	3101	0.6%

Value	Count	Frequency (%)
0	2	< 0.1%
1	39214	7.9%
2	11219	2.3%
3	5812	1.2%
4	5400	1.1%
5	4469	0.9%
6	3708	0.8%
7	3254	0.7%
8	2921	0.6%
9	2692	0.5%

srv_count
Real number (ℝ)

	Real	Synthetic
Distinct	470	494
Distinct (%)	0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	292.90656	180.1871

	Real	Synthetic
Minimum	0	0
Maximum	511	511
Zeros	2	11957
Zeros (%)	< 0.1%	2.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	1	1
Q1	10	6
median	510	16
Q3	511	492
95-th percentile	511	509
Maximum	511	511
Range	511	511
Interquartile range (IQR)	501	486

Descriptive statistics

	Real	Synthetic
Standard deviation	246.32282	231.61449
Coefficient of variation (CV)	0.84096041	1.285411
Kurtosis	-1.9151417	-1.5886243
Mean	292.90656	180.1871
Median Absolute Deviation (MAD)	1	14
Skewness	-0.27384793	0.63085013
Sum	1.4470199 × 10⁸	89016213
Variance	60674.93	53645.271
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
511	226559	45.9%
1	37001	7.5%
510	26898	5.4%
2	18857	3.8%
3	11280	2.3%
4	9875	2.0%
5	9160	1.9%
6	8615	1.7%
8	8150	1.6%
7	7982	1.6%
Other values (460)	129644	26.2%

Value	Count	Frequency (%)
1	45033	9.1%
2	22930	4.6%
3	15664	3.2%
4	14130	2.9%
5	13554	2.7%
9	12926	2.6%
10	12856	2.6%
11	12790	2.6%
8	12746	2.6%
6	12439	2.5%
Other values (484)	318953	64.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	37001	7.5%
2	18857	3.8%
3	11280	2.3%
4	9875	2.0%
5	9160	1.9%
6	8615	1.7%
7	7982	1.6%
8	8150	1.6%
9	7557	1.5%

Value	Count	Frequency (%)
0	11957	2.4%
1	45033	9.1%
2	22930	4.6%
3	15664	3.2%
4	14130	2.9%
5	13554	2.7%
6	12439	2.5%
7	12043	2.4%
8	12746	2.6%
9	12926	2.6%

Value	Count	Frequency (%)
0	11957	2.4%
1	45033	9.1%
2	22930	4.6%
3	15664	3.2%
4	14130	2.9%
5	13554	2.7%
6	12439	2.5%
7	12043	2.4%
8	12746	2.6%
9	12926	2.6%

Value	Count	Frequency (%)
0	2	< 0.1%
1	37001	7.5%
2	18857	3.8%
3	11280	2.3%
4	9875	2.0%
5	9160	1.9%
6	8615	1.7%
7	7982	1.6%
8	8150	1.6%
9	7557	1.5%

serror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	407484
1	86537

0	346415
1	147606

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	1
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	1	0

Common Values

Value	Count	Frequency (%)
0	407484	82.5%
1	86537	17.5%

Value	Count	Frequency (%)
0	346415	70.1%
1	147606	29.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	407484	82.5%
1	86537	17.5%

Value	Count	Frequency (%)
0	346415	70.1%
1	147606	29.9%

Most occurring characters

Value	Count	Frequency (%)
0	407484	82.5%
1	86537	17.5%

Value	Count	Frequency (%)
0	346415	70.1%
1	147606	29.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	407484	82.5%
1	86537	17.5%

Value	Count	Frequency (%)
0	346415	70.1%
1	147606	29.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	407484	82.5%
1	86537	17.5%

Value	Count	Frequency (%)
0	346415	70.1%
1	147606	29.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	407484	82.5%
1	86537	17.5%

Value	Count	Frequency (%)
0	346415	70.1%
1	147606	29.9%

srv_serror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	406969
1	87052

0	345573
1	148448

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	1
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	1	0

Common Values

Value	Count	Frequency (%)
0	406969	82.4%
1	87052	17.6%

Value	Count	Frequency (%)
0	345573	70.0%
1	148448	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	406969	82.4%
1	87052	17.6%

Value	Count	Frequency (%)
0	345573	70.0%
1	148448	30.0%

Most occurring characters

Value	Count	Frequency (%)
0	406969	82.4%
1	87052	17.6%

Value	Count	Frequency (%)
0	345573	70.0%
1	148448	30.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	406969	82.4%
1	87052	17.6%

Value	Count	Frequency (%)
0	345573	70.0%
1	148448	30.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	406969	82.4%
1	87052	17.6%

Value	Count	Frequency (%)
0	345573	70.0%
1	148448	30.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	406969	82.4%
1	87052	17.6%

Value	Count	Frequency (%)
0	345573	70.0%
1	148448	30.0%

rerror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	467042
1	26979

0	447573
1	46448

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	467042	94.5%
1	26979	5.5%

Value	Count	Frequency (%)
0	447573	90.6%
1	46448	9.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	467042	94.5%
1	26979	5.5%

Value	Count	Frequency (%)
0	447573	90.6%
1	46448	9.4%

Most occurring characters

Value	Count	Frequency (%)
0	467042	94.5%
1	26979	5.5%

Value	Count	Frequency (%)
0	447573	90.6%
1	46448	9.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	467042	94.5%
1	26979	5.5%

Value	Count	Frequency (%)
0	447573	90.6%
1	46448	9.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	467042	94.5%
1	26979	5.5%

Value	Count	Frequency (%)
0	447573	90.6%
1	46448	9.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	467042	94.5%
1	26979	5.5%

Value	Count	Frequency (%)
0	447573	90.6%
1	46448	9.4%

srv_rerror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	465905
1	28116

0	446364
1	47657

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	465905	94.3%
1	28116	5.7%

Value	Count	Frequency (%)
0	446364	90.4%
1	47657	9.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	465905	94.3%
1	28116	5.7%

Value	Count	Frequency (%)
0	446364	90.4%
1	47657	9.6%

Most occurring characters

Value	Count	Frequency (%)
0	465905	94.3%
1	28116	5.7%

Value	Count	Frequency (%)
0	446364	90.4%
1	47657	9.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	465905	94.3%
1	28116	5.7%

Value	Count	Frequency (%)
0	446364	90.4%
1	47657	9.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	465905	94.3%
1	28116	5.7%

Value	Count	Frequency (%)
0	446364	90.4%
1	47657	9.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	465905	94.3%
1	28116	5.7%

Value	Count	Frequency (%)
0	446364	90.4%
1	47657	9.6%

same_srv_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

1	382079
0	111942

1	302228
0	191793

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	1	0
2nd row	1	1
3rd row	1	1
4th row	1	1
5th row	0	1

Common Values

Value	Count	Frequency (%)
1	382079	77.3%
0	111942	22.7%

Value	Count	Frequency (%)
1	302228	61.2%
0	191793	38.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
1	382079	77.3%
0	111942	22.7%

Value	Count	Frequency (%)
1	302228	61.2%
0	191793	38.8%

Most occurring characters

Value	Count	Frequency (%)
1	382079	77.3%
0	111942	22.7%

Value	Count	Frequency (%)
1	302228	61.2%
0	191793	38.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	382079	77.3%
0	111942	22.7%

Value	Count	Frequency (%)
1	302228	61.2%
0	191793	38.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	382079	77.3%
0	111942	22.7%

Value	Count	Frequency (%)
1	302228	61.2%
0	191793	38.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	382079	77.3%
0	111942	22.7%

Value	Count	Frequency (%)
1	302228	61.2%
0	191793	38.8%

diff_srv_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	491663
1	2358

0	491286
1	2735

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	491663	99.5%
1	2358	0.5%

Value	Count	Frequency (%)
0	491286	99.4%
1	2735	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	491663	99.5%
1	2358	0.5%

Value	Count	Frequency (%)
0	491286	99.4%
1	2735	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	491663	99.5%
1	2358	0.5%

Value	Count	Frequency (%)
0	491286	99.4%
1	2735	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	491663	99.5%
1	2358	0.5%

Value	Count	Frequency (%)
0	491286	99.4%
1	2735	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	491663	99.5%
1	2358	0.5%

Value	Count	Frequency (%)
0	491286	99.4%
1	2735	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	491663	99.5%
1	2358	0.5%

Value	Count	Frequency (%)
0	491286	99.4%
1	2735	0.6%

srv_diff_host_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	485922
1	8099

0	480788
1	13233

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	485922	98.4%
1	8099	1.6%

Value	Count	Frequency (%)
0	480788	97.3%
1	13233	2.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	485922	98.4%
1	8099	1.6%

Value	Count	Frequency (%)
0	480788	97.3%
1	13233	2.7%

Most occurring characters

Value	Count	Frequency (%)
0	485922	98.4%
1	8099	1.6%

Value	Count	Frequency (%)
0	480788	97.3%
1	13233	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	485922	98.4%
1	8099	1.6%

Value	Count	Frequency (%)
0	480788	97.3%
1	13233	2.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	485922	98.4%
1	8099	1.6%

Value	Count	Frequency (%)
0	480788	97.3%
1	13233	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	485922	98.4%
1	8099	1.6%

Value	Count	Frequency (%)
0	480788	97.3%
1	13233	2.7%

dst_host_count
Real number (ℝ)

	Real	Synthetic
Distinct	256	256
Distinct (%)	0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	232.47078	222.87339

	Real	Synthetic
Minimum	0	0
Maximum	255	255
Zeros	3	1042
Zeros (%)	< 0.1%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	33	32
Q1	255	248
median	255	254
Q3	255	255
95-th percentile	255	255
Maximum	255	255
Range	255	255
Interquartile range (IQR)	0	7

Descriptive statistics

	Real	Synthetic
Standard deviation	64.74538	69.319342
Coefficient of variation (CV)	0.27850976	0.31102565
Kurtosis	5.852867	3.1571467
Mean	232.47078	222.87339
Median Absolute Deviation (MAD)	0	1
Skewness	-2.7306878	-2.1470775
Sum	1.1484545 × 10⁸	1.1010414 × 10⁸
Variance	4191.9643	4805.1712
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	432829	87.6%
1	2884	0.6%
2	2023	0.4%
3	1434	0.3%
4	1317	0.3%
5	1073	0.2%
6	1007	0.2%
7	866	0.2%
8	842	0.2%
9	814	0.2%
Other values (246)	48932	9.9%

Value	Count	Frequency (%)
255	222115	45.0%
254	75956	15.4%
253	24855	5.0%
252	15883	3.2%
251	11558	2.3%
250	8950	1.8%
249	7036	1.4%
248	5443	1.1%
247	4248	0.9%
246	3367	0.7%
Other values (246)	114610	23.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	2884	0.6%
2	2023	0.4%
3	1434	0.3%
4	1317	0.3%
5	1073	0.2%
6	1007	0.2%
7	866	0.2%
8	842	0.2%
9	814	0.2%

Value	Count	Frequency (%)
0	1042	0.2%
1	2850	0.6%
2	1418	0.3%
3	1059	0.2%
4	1045	0.2%
5	862	0.2%
6	892	0.2%
7	844	0.2%
8	836	0.2%
9	815	0.2%

Value	Count	Frequency (%)
0	1042	0.2%
1	2850	0.6%
2	1418	0.3%
3	1059	0.2%
4	1045	0.2%
5	862	0.2%
6	892	0.2%
7	844	0.2%
8	836	0.2%
9	815	0.2%

Value	Count	Frequency (%)
0	3	< 0.1%
1	2884	0.6%
2	2023	0.4%
3	1434	0.3%
4	1317	0.3%
5	1073	0.2%
6	1007	0.2%
7	866	0.2%
8	842	0.2%
9	814	0.2%

dst_host_srv_count
Real number (ℝ)

	Real	Synthetic
Distinct	256	256
Distinct (%)	0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	188.66567	142.11465

	Real	Synthetic
Minimum	0	0
Maximum	255	255
Zeros	3	4562
Zeros (%)	< 0.1%	0.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

Quantile statistics

	Real	Synthetic
Minimum	0	0
5-th percentile	3	2
Q1	46	13
median	255	212
Q3	255	255
95-th percentile	255	255
Maximum	255	255
Range	255	255
Interquartile range (IQR)	209	242

Descriptive statistics

	Real	Synthetic
Standard deviation	106.04044	115.83903
Coefficient of variation (CV)	0.56205476	0.81510972
Kurtosis	-0.8741455	-1.8885316
Mean	188.66567	142.11465
Median Absolute Deviation (MAD)	0	43
Skewness	-1.0348572	-0.18025984
Sum	93204803	70207622
Variance	11244.574	13418.682
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	337746	68.4%
1	11895	2.4%
2	7243	1.5%
3	5855	1.2%
11	5627	1.1%
8	5579	1.1%
10	5550	1.1%
5	5494	1.1%
6	5394	1.1%
12	5388	1.1%
Other values (246)	98250	19.9%

Value	Count	Frequency (%)
255	131968	26.7%
254	50449	10.2%
253	14594	3.0%
1	13612	2.8%
10	10596	2.1%
11	10559	2.1%
8	10190	2.1%
12	10188	2.1%
9	10175	2.1%
13	9868	2.0%
Other values (246)	221822	44.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	11895	2.4%
2	7243	1.5%
3	5855	1.2%
4	5382	1.1%
5	5494	1.1%
6	5394	1.1%
7	5265	1.1%
8	5579	1.1%
9	5261	1.1%

Value	Count	Frequency (%)
0	4562	0.9%
1	13612	2.8%
2	8767	1.8%
3	8505	1.7%
4	8843	1.8%
5	9331	1.9%
6	8840	1.8%
7	9315	1.9%
8	10190	2.1%
9	10175	2.1%

Value	Count	Frequency (%)
0	4562	0.9%
1	13612	2.8%
2	8767	1.8%
3	8505	1.7%
4	8843	1.8%
5	9331	1.9%
6	8840	1.8%
7	9315	1.9%
8	10190	2.1%
9	10175	2.1%

Value	Count	Frequency (%)
0	3	< 0.1%
1	11895	2.4%
2	7243	1.5%
3	5855	1.2%
4	5382	1.1%
5	5494	1.1%
6	5394	1.1%
7	5265	1.1%
8	5579	1.1%
9	5261	1.1%

dst_host_same_srv_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

1	347828
0	146193

1	253035
0	240986

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	1	0
3rd row	1	1
4th row	1	1
5th row	0	1

Common Values

Value	Count	Frequency (%)
1	347828	70.4%
0	146193	29.6%

Value	Count	Frequency (%)
1	253035	51.2%
0	240986	48.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
1	347828	70.4%
0	146193	29.6%

Value	Count	Frequency (%)
1	253035	51.2%
0	240986	48.8%

Most occurring characters

Value	Count	Frequency (%)
1	347828	70.4%
0	146193	29.6%

Value	Count	Frequency (%)
1	253035	51.2%
0	240986	48.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	347828	70.4%
0	146193	29.6%

Value	Count	Frequency (%)
1	253035	51.2%
0	240986	48.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	347828	70.4%
0	146193	29.6%

Value	Count	Frequency (%)
1	253035	51.2%
0	240986	48.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	347828	70.4%
0	146193	29.6%

Value	Count	Frequency (%)
1	253035	51.2%
0	240986	48.8%

dst_host_diff_srv_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	492008
1	2013

0	491867
1	2154

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	492008	99.6%
1	2013	0.4%

Value	Count	Frequency (%)
0	491867	99.6%
1	2154	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	492008	99.6%
1	2013	0.4%

Value	Count	Frequency (%)
0	491867	99.6%
1	2154	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	492008	99.6%
1	2013	0.4%

Value	Count	Frequency (%)
0	491867	99.6%
1	2154	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	492008	99.6%
1	2013	0.4%

Value	Count	Frequency (%)
0	491867	99.6%
1	2154	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	492008	99.6%
1	2013	0.4%

Value	Count	Frequency (%)
0	491867	99.6%
1	2154	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	492008	99.6%
1	2013	0.4%

Value	Count	Frequency (%)
0	491867	99.6%
1	2154	0.4%

dst_host_same_src_port_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

1	288883
0	205138

0	310834
1	183187

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	1	1
4th row	1	1
5th row	0	1

Common Values

Value	Count	Frequency (%)
1	288883	58.5%
0	205138	41.5%

Value	Count	Frequency (%)
0	310834	62.9%
1	183187	37.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
1	288883	58.5%
0	205138	41.5%

Value	Count	Frequency (%)
0	310834	62.9%
1	183187	37.1%

Most occurring characters

Value	Count	Frequency (%)
1	288883	58.5%
0	205138	41.5%

Value	Count	Frequency (%)
0	310834	62.9%
1	183187	37.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	288883	58.5%
0	205138	41.5%

Value	Count	Frequency (%)
0	310834	62.9%
1	183187	37.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	288883	58.5%
0	205138	41.5%

Value	Count	Frequency (%)
0	310834	62.9%
1	183187	37.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	288883	58.5%
0	205138	41.5%

Value	Count	Frequency (%)
0	310834	62.9%
1	183187	37.1%

dst_host_srv_diff_host_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	493667
1	354

0	493512
1	509

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	493667	99.9%
1	354	0.1%

Value	Count	Frequency (%)
0	493512	99.9%
1	509	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	493667	99.9%
1	354	0.1%

Value	Count	Frequency (%)
0	493512	99.9%
1	509	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	493667	99.9%
1	354	0.1%

Value	Count	Frequency (%)
0	493512	99.9%
1	509	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	493667	99.9%
1	354	0.1%

Value	Count	Frequency (%)
0	493512	99.9%
1	509	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	493667	99.9%
1	354	0.1%

Value	Count	Frequency (%)
0	493512	99.9%
1	509	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	493667	99.9%
1	354	0.1%

Value	Count	Frequency (%)
0	493512	99.9%
1	509	0.1%

dst_host_serror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	407262
1	86759

0	345939
1	148082

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	1
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	1	0

Common Values

Value	Count	Frequency (%)
0	407262	82.4%
1	86759	17.6%

Value	Count	Frequency (%)
0	345939	70.0%
1	148082	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	407262	82.4%
1	86759	17.6%

Value	Count	Frequency (%)
0	345939	70.0%
1	148082	30.0%

Most occurring characters

Value	Count	Frequency (%)
0	407262	82.4%
1	86759	17.6%

Value	Count	Frequency (%)
0	345939	70.0%
1	148082	30.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	407262	82.4%
1	86759	17.6%

Value	Count	Frequency (%)
0	345939	70.0%
1	148082	30.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	407262	82.4%
1	86759	17.6%

Value	Count	Frequency (%)
0	345939	70.0%
1	148082	30.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	407262	82.4%
1	86759	17.6%

Value	Count	Frequency (%)
0	345939	70.0%
1	148082	30.0%

dst_host_srv_serror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	407024
1	86997

0	345547
1	148474

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	1
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	1	0

Common Values

Value	Count	Frequency (%)
0	407024	82.4%
1	86997	17.6%

Value	Count	Frequency (%)
0	345547	69.9%
1	148474	30.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	407024	82.4%
1	86997	17.6%

Value	Count	Frequency (%)
0	345547	69.9%
1	148474	30.1%

Most occurring characters

Value	Count	Frequency (%)
0	407024	82.4%
1	86997	17.6%

Value	Count	Frequency (%)
0	345547	69.9%
1	148474	30.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	407024	82.4%
1	86997	17.6%

Value	Count	Frequency (%)
0	345547	69.9%
1	148474	30.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	407024	82.4%
1	86997	17.6%

Value	Count	Frequency (%)
0	345547	69.9%
1	148474	30.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	407024	82.4%
1	86997	17.6%

Value	Count	Frequency (%)
0	345547	69.9%
1	148474	30.1%

dst_host_rerror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	467981
1	26040

0	448913
1	45108

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	467981	94.7%
1	26040	5.3%

Value	Count	Frequency (%)
0	448913	90.9%
1	45108	9.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	467981	94.7%
1	26040	5.3%

Value	Count	Frequency (%)
0	448913	90.9%
1	45108	9.1%

Most occurring characters

Value	Count	Frequency (%)
0	467981	94.7%
1	26040	5.3%

Value	Count	Frequency (%)
0	448913	90.9%
1	45108	9.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	467981	94.7%
1	26040	5.3%

Value	Count	Frequency (%)
0	448913	90.9%
1	45108	9.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	467981	94.7%
1	26040	5.3%

Value	Count	Frequency (%)
0	448913	90.9%
1	45108	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	467981	94.7%
1	26040	5.3%

Value	Count	Frequency (%)
0	448913	90.9%
1	45108	9.1%

dst_host_srv_rerror_rate
Categorical

	Real	Synthetic
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

0	468326
1	25695

0	449767
1	44254

Length

	Real	Synthetic
Max length	1	1
Median length	1	1
Mean length	1	1
Min length	1	1

Characters and Unicode

	Real	Synthetic
Total characters	494021	494021
Distinct characters	2	2
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	0	0
2nd row	0	0
3rd row	0	0
4th row	0	0
5th row	0	0

Common Values

Value	Count	Frequency (%)
0	468326	94.8%
1	25695	5.2%

Value	Count	Frequency (%)
0	449767	91.0%
1	44254	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
0	468326	94.8%
1	25695	5.2%

Value	Count	Frequency (%)
0	449767	91.0%
1	44254	9.0%

Most occurring characters

Value	Count	Frequency (%)
0	468326	94.8%
1	25695	5.2%

Value	Count	Frequency (%)
0	449767	91.0%
1	44254	9.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Value	Count	Frequency (%)
Decimal Number	494021	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	468326	94.8%
1	25695	5.2%

Value	Count	Frequency (%)
0	449767	91.0%
1	44254	9.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	494021	100.0%

Value	Count	Frequency (%)
Common	494021	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	468326	94.8%
1	25695	5.2%

Value	Count	Frequency (%)
0	449767	91.0%
1	44254	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494021	100.0%

Value	Count	Frequency (%)
ASCII	494021	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	468326	94.8%
1	25695	5.2%

Value	Count	Frequency (%)
0	449767	91.0%
1	44254	9.0%

label
Categorical

	Real	Synthetic
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	3.8 MiB	3.8 MiB

dos	391458
normal	97278
probe	4107
r2l	1126
u2r	52

dos	363308
normal	124050
probe	5089
r2l	1528
u2r	46

Length

	Real	Synthetic
Max length	6	6
Median length	3	3
Mean length	3.6073588	3.7739104
Min length	3	3

Characters and Unicode

	Real	Synthetic
Total characters	1782111	1864391
Distinct characters	13	13
Distinct categories	2	2 ?
Distinct scripts	2	2 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Real	Synthetic
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Real	Synthetic
1st row	normal	dos
2nd row	normal	normal
3rd row	dos	dos
4th row	dos	dos
5th row	dos	dos

Common Values

Value	Count	Frequency (%)
dos	391458	79.2%
normal	97278	19.7%
probe	4107	0.8%
r2l	1126	0.2%
u2r	52	< 0.1%

Value	Count	Frequency (%)
dos	363308	73.5%
normal	124050	25.1%
probe	5089	1.0%
r2l	1528	0.3%
u2r	46	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Real

Synthetic

Value	Count	Frequency (%)
dos	391458	79.2%
normal	97278	19.7%
probe	4107	0.8%
r2l	1126	0.2%
u2r	52	< 0.1%

Value	Count	Frequency (%)
dos	363308	73.5%
normal	124050	25.1%
probe	5089	1.0%
r2l	1528	0.3%
u2r	46	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	492843	27.7%
d	391458	22.0%
s	391458	22.0%
r	102563	5.8%
l	98404	5.5%
n	97278	5.5%
m	97278	5.5%
a	97278	5.5%
p	4107	0.2%
b	4107	0.2%
Other values (3)	5337	0.3%

Value	Count	Frequency (%)
o	492447	26.4%
d	363308	19.5%
s	363308	19.5%
r	130713	7.0%
l	125578	6.7%
n	124050	6.7%
m	124050	6.7%
a	124050	6.7%
p	5089	0.3%
b	5089	0.3%
Other values (3)	6709	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1780933	99.9%
Decimal Number	1178	0.1%

Value	Count	Frequency (%)
Lowercase Letter	1862817	99.9%
Decimal Number	1574	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	492843	27.7%
d	391458	22.0%
s	391458	22.0%
r	102563	5.8%
l	98404	5.5%
n	97278	5.5%
m	97278	5.5%
a	97278	5.5%
p	4107	0.2%
b	4107	0.2%
Other values (2)	4159	0.2%

Value	Count	Frequency (%)
o	492447	26.4%
d	363308	19.5%
s	363308	19.5%
r	130713	7.0%
l	125578	6.7%
n	124050	6.7%
m	124050	6.7%
a	124050	6.7%
p	5089	0.3%
b	5089	0.3%
Other values (2)	5135	0.3%

Decimal Number

Value	Count	Frequency (%)
2	1178	100.0%

Value	Count	Frequency (%)
2	1574	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1780933	99.9%
Common	1178	0.1%

Value	Count	Frequency (%)
Latin	1862817	99.9%
Common	1574	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	492843	27.7%
d	391458	22.0%
s	391458	22.0%
r	102563	5.8%
l	98404	5.5%
n	97278	5.5%
m	97278	5.5%
a	97278	5.5%
p	4107	0.2%
b	4107	0.2%
Other values (2)	4159	0.2%

Value	Count	Frequency (%)
o	492447	26.4%
d	363308	19.5%
s	363308	19.5%
r	130713	7.0%
l	125578	6.7%
n	124050	6.7%
m	124050	6.7%
a	124050	6.7%
p	5089	0.3%
b	5089	0.3%
Other values (2)	5135	0.3%

Common

Value	Count	Frequency (%)
2	1178	100.0%

Value	Count	Frequency (%)
2	1574	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1782111	100.0%

Value	Count	Frequency (%)
ASCII	1864391	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	492843	27.7%
d	391458	22.0%
s	391458	22.0%
r	102563	5.8%
l	98404	5.5%
n	97278	5.5%
m	97278	5.5%
a	97278	5.5%
p	4107	0.2%
b	4107	0.2%
Other values (3)	5337	0.3%

Value	Count	Frequency (%)
o	492447	26.4%
d	363308	19.5%
s	363308	19.5%
r	130713	7.0%
l	125578	6.7%
n	124050	6.7%
m	124050	6.7%
a	124050	6.7%
p	5089	0.3%
b	5089	0.3%
Other values (3)	6709	0.4%

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Real

Synthetic

Auto

Heatmap
Table

Real

Synthetic

Real

	Unnamed: 0	duration	src_bytes	dst_bytes	hot	num_failed_logins	num_compromised	num_root	num_file_creations	num_access_files	count	srv_count	dst_host_count	dst_host_srv_count	protocol_type	flag	land	wrong_fragment	urgent	logged_in	root_shell	su_attempted	num_shells	is_guest_login	serror_rate	srv_serror_rate	rerror_rate	srv_rerror_rate	same_srv_rate	diff_srv_rate	srv_diff_host_rate	dst_host_same_srv_rate	dst_host_diff_srv_rate	dst_host_same_src_port_rate	dst_host_srv_diff_host_rate	dst_host_serror_rate	dst_host_srv_serror_rate	dst_host_rerror_rate	dst_host_srv_rerror_rate	label
Unnamed: 0	1.000	-0.001	0.001	-0.001	0.001	0.002	0.000	0.000	0.000	0.002	0.001	0.001	-0.001	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.001	0.000	0.003	0.000	0.000	0.000	0.004	0.004	0.000	0.000	0.004	0.002	0.000	0.000	0.002	0.000	0.000	0.004	0.004	0.000
duration	-0.001	1.000	0.014	0.299	0.109	0.014	0.011	0.013	0.061	0.019	-0.259	-0.250	-0.161	-0.217	0.141	0.080	0.000	0.000	0.000	0.011	0.031	0.060	0.000	0.027	0.021	0.022	0.037	0.036	0.008	0.003	0.004	0.073	0.000	0.023	0.000	0.021	0.022	0.028	0.036	0.066
src_bytes	0.001	0.014	1.000	-0.168	0.114	-0.008	0.119	-0.002	0.028	-0.001	0.666	0.723	0.130	0.742	0.000	0.041	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015
dst_bytes	-0.001	0.299	-0.168	1.000	0.193	0.022	0.170	-0.004	0.034	0.066	-0.639	-0.498	-0.612	0.024	0.009	0.021	0.000	0.000	0.000	0.020	0.095	0.204	0.000	0.000	0.003	0.003	0.000	0.000	0.004	0.002	0.000	0.010	0.000	0.010	0.000	0.003	0.003	0.000	0.000	0.057
hot	0.001	0.109	0.114	0.193	1.000	0.113	0.812	0.003	0.029	0.004	-0.121	-0.115	-0.074	-0.018	0.034	0.009	0.000	0.000	0.000	0.091	0.027	0.000	0.016	0.973	0.017	0.017	0.008	0.008	0.018	0.015	0.000	0.055	0.007	0.042	0.000	0.017	0.017	0.008	0.008	0.242
num_failed_logins	0.002	0.014	-0.008	0.022	0.113	1.000	0.005	0.010	0.015	0.006	-0.018	-0.018	-0.028	-0.015	0.010	0.117	0.000	0.000	0.333	0.003	0.135	0.291	0.000	0.000	0.004	0.004	0.037	0.036	0.006	0.020	0.000	0.006	0.000	0.013	0.053	0.004	0.004	0.000	0.000	0.102
num_compromised	0.000	0.011	0.119	0.170	0.812	0.005	1.000	0.029	0.031	0.007	-0.097	-0.091	-0.042	0.003	0.000	0.000	0.000	0.000	0.000	0.008	0.286	0.645	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.002
num_root	0.000	0.013	-0.002	-0.004	0.003	0.010	0.029	1.000	0.048	0.015	-0.055	-0.054	-0.079	-0.039	0.000	0.000	0.000	0.000	0.000	0.008	0.286	0.645	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.002
num_file_creations	0.000	0.061	0.028	0.034	0.029	0.015	0.031	0.048	1.000	0.031	-0.036	-0.035	-0.050	-0.027	0.004	0.007	0.000	0.000	0.000	0.015	0.206	0.000	0.434	0.022	0.000	0.000	0.001	0.001	0.000	0.000	0.000	0.006	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.123
num_access_files	0.002	0.019	-0.001	0.066	0.004	0.006	0.007	0.015	0.031	1.000	-0.045	-0.040	-0.024	-0.024	0.027	0.008	0.000	0.000	0.028	0.073	0.277	0.580	0.029	0.000	0.014	0.014	0.006	0.007	0.015	0.000	0.024	0.036	0.000	0.035	0.000	0.014	0.014	0.006	0.006	0.030
count	0.001	-0.259	0.666	-0.639	-0.121	-0.018	-0.097	-0.055	-0.036	-0.045	1.000	0.951	0.547	0.587	0.725	0.318	0.012	0.130	0.000	0.802	0.020	0.005	0.013	0.072	0.850	0.851	0.336	0.324	0.956	0.066	0.249	0.861	0.063	0.960	0.051	0.852	0.851	0.341	0.340	0.479
srv_count	0.001	-0.250	0.723	-0.498	-0.115	-0.018	-0.091	-0.054	-0.035	-0.040	0.951	1.000	0.443	0.721	0.720	0.214	0.006	0.258	0.000	0.481	0.011	0.000	0.007	0.043	0.535	0.537	0.279	0.285	0.625	0.080	0.149	0.743	0.074	0.965	0.031	0.536	0.536	0.274	0.272	0.295
dst_host_count	-0.001	-0.161	0.130	-0.612	-0.074	-0.028	-0.042	-0.079	-0.050	-0.024	0.547	0.443	1.000	0.023	0.293	0.070	0.031	0.056	0.006	0.680	0.026	0.013	0.025	0.076	0.166	0.167	0.129	0.122	0.187	0.021	0.301	0.132	0.013	0.381	0.107	0.168	0.168	0.128	0.062	0.361
dst_host_srv_count	0.000	-0.217	0.742	0.024	-0.018	-0.015	0.003	-0.039	-0.027	-0.024	0.587	0.721	0.023	1.000	0.541	0.306	0.011	0.162	0.000	0.371	0.010	0.016	0.039	0.160	0.808	0.811	0.322	0.334	0.937	0.104	0.371	0.923	0.111	0.707	0.057	0.810	0.811	0.324	0.358	0.234
protocol_type	0.000	0.141	0.000	0.009	0.034	0.010	0.000	0.000	0.004	0.027	0.725	0.720	0.293	0.541	1.000	0.494	0.008	0.152	0.001	0.528	0.013	0.004	0.009	0.047	0.583	0.585	0.304	0.311	0.661	0.075	0.121	0.750	0.079	0.971	0.008	0.584	0.585	0.298	0.296	0.444
flag	0.001	0.080	0.041	0.021	0.009	0.117	0.000	0.000	0.007	0.008	0.318	0.214	0.070	0.306	0.494	1.000	0.014	0.019	0.000	0.230	0.004	0.000	0.000	0.021	0.996	0.999	0.974	0.996	0.954	0.157	0.073	0.800	0.348	0.643	0.018	0.997	0.999	0.957	0.949	0.258
land	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.012	0.006	0.031	0.011	0.008	0.014	1.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.013	0.014	0.000	0.000	0.001	0.001	0.041	0.001	0.000	0.003	0.096	0.012	0.003	0.000	0.000	0.000
wrong_fragment	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.130	0.258	0.056	0.162	0.152	0.019	0.000	1.000	0.000	0.021	0.000	0.000	0.000	0.000	0.023	0.023	0.012	0.012	0.012	0.003	0.006	0.069	0.015	0.053	0.000	0.023	0.023	0.012	0.012	0.018
urgent	0.000	0.000	0.000	0.000	0.000	0.333	0.000	0.000	0.000	0.028	0.000	0.000	0.006	0.000	0.001	0.000	0.000	0.000	1.000	0.006	0.095	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.027	0.002	0.000	0.000	0.000	0.000	0.000	0.060
logged_in	0.000	0.011	0.000	0.020	0.091	0.003	0.008	0.008	0.015	0.073	0.802	0.481	0.680	0.371	0.528	0.230	0.002	0.021	0.006	1.000	0.025	0.012	0.024	0.089	0.192	0.193	0.099	0.101	0.218	0.003	0.179	0.075	0.024	0.476	0.007	0.192	0.193	0.098	0.097	0.805
root_shell	0.001	0.031	0.000	0.095	0.027	0.135	0.286	0.286	0.206	0.277	0.020	0.011	0.026	0.010	0.013	0.004	0.000	0.000	0.095	0.025	1.000	0.330	0.246	0.000	0.004	0.004	0.002	0.002	0.004	0.000	0.000	0.000	0.000	0.007	0.003	0.004	0.004	0.001	0.001	0.487
su_attempted	0.000	0.060	0.000	0.204	0.000	0.291	0.645	0.645	0.000	0.580	0.005	0.000	0.013	0.016	0.004	0.000	0.000	0.000	0.000	0.012	0.330	1.000	0.042	0.000	0.001	0.001	0.000	0.000	0.002	0.000	0.004	0.007	0.000	0.005	0.000	0.001	0.001	0.000	0.000	0.010
num_shells	0.003	0.000	0.000	0.000	0.016	0.000	0.000	0.000	0.434	0.029	0.013	0.007	0.025	0.039	0.009	0.000	0.000	0.000	0.000	0.024	0.246	0.042	1.000	0.000	0.004	0.004	0.001	0.001	0.004	0.000	0.000	0.014	0.000	0.011	0.000	0.004	0.004	0.001	0.001	0.122
is_guest_login	0.000	0.027	0.000	0.000	0.973	0.000	0.000	0.000	0.022	0.000	0.072	0.043	0.076	0.160	0.047	0.021	0.000	0.000	0.000	0.089	0.000	0.000	0.000	1.000	0.017	0.017	0.008	0.009	0.018	0.009	0.001	0.057	0.000	0.044	0.000	0.017	0.017	0.009	0.008	0.359
serror_rate	0.000	0.021	0.000	0.003	0.017	0.004	0.000	0.000	0.000	0.014	0.850	0.535	0.166	0.808	0.583	0.996	0.013	0.023	0.000	0.192	0.004	0.001	0.004	0.017	1.000	0.996	0.111	0.113	0.848	0.028	0.058	0.710	0.023	0.546	0.010	0.996	0.995	0.109	0.108	0.234
srv_serror_rate	0.000	0.022	0.000	0.003	0.017	0.004	0.000	0.000	0.000	0.014	0.851	0.537	0.167	0.811	0.585	0.999	0.014	0.023	0.000	0.193	0.004	0.001	0.004	0.017	0.996	1.000	0.111	0.114	0.851	0.015	0.059	0.713	0.009	0.548	0.010	0.997	0.999	0.109	0.108	0.233
rerror_rate	0.004	0.037	0.000	0.000	0.008	0.037	0.000	0.000	0.001	0.006	0.336	0.279	0.129	0.322	0.304	0.974	0.000	0.012	0.000	0.099	0.002	0.000	0.001	0.008	0.111	0.111	1.000	0.975	0.310	0.008	0.049	0.269	0.067	0.257	0.016	0.111	0.111	0.977	0.925	0.087
srv_rerror_rate	0.004	0.036	0.000	0.000	0.008	0.036	0.000	0.000	0.001	0.007	0.324	0.285	0.122	0.334	0.311	0.996	0.000	0.012	0.000	0.101	0.002	0.000	0.001	0.009	0.113	0.114	0.975	1.000	0.325	0.154	0.045	0.281	0.218	0.264	0.015	0.113	0.114	0.957	0.951	0.200
same_srv_rate	0.000	0.008	0.000	0.004	0.018	0.006	0.000	0.000	0.000	0.015	0.956	0.625	0.187	0.937	0.661	0.954	0.001	0.012	0.000	0.218	0.004	0.002	0.004	0.018	0.848	0.851	0.310	0.325	1.000	0.128	0.064	0.834	0.074	0.635	0.014	0.850	0.851	0.321	0.351	0.239
diff_srv_rate	0.000	0.003	0.000	0.002	0.015	0.020	0.000	0.000	0.000	0.000	0.066	0.080	0.021	0.104	0.075	0.157	0.001	0.003	0.000	0.003	0.000	0.000	0.000	0.009	0.028	0.015	0.008	0.154	0.128	1.000	0.021	0.107	0.642	0.072	0.000	0.028	0.015	0.013	0.162	0.489
srv_diff_host_rate	0.004	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.024	0.249	0.149	0.301	0.371	0.121	0.073	0.041	0.006	0.000	0.179	0.000	0.004	0.000	0.001	0.058	0.059	0.049	0.045	0.064	0.021	1.000	0.085	0.004	0.112	0.002	0.059	0.059	0.042	0.015	0.272
dst_host_same_srv_rate	0.002	0.073	0.000	0.010	0.055	0.006	0.004	0.004	0.006	0.036	0.861	0.743	0.132	0.923	0.750	0.800	0.001	0.069	0.004	0.075	0.000	0.007	0.014	0.057	0.710	0.713	0.269	0.281	0.834	0.107	0.085	1.000	0.099	0.739	0.003	0.712	0.713	0.270	0.306	0.104
dst_host_diff_srv_rate	0.000	0.000	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.063	0.074	0.013	0.111	0.079	0.348	0.000	0.015	0.027	0.024	0.000	0.000	0.000	0.000	0.023	0.009	0.067	0.218	0.074	0.642	0.004	0.099	1.000	0.039	0.083	0.023	0.009	0.064	0.228	0.681
dst_host_same_src_port_rate	0.000	0.023	0.000	0.010	0.042	0.013	0.003	0.003	0.004	0.035	0.960	0.965	0.381	0.707	0.971	0.643	0.003	0.053	0.002	0.476	0.007	0.005	0.011	0.044	0.546	0.548	0.257	0.264	0.635	0.072	0.112	0.739	0.039	1.000	0.010	0.547	0.548	0.252	0.255	0.535
dst_host_srv_diff_host_rate	0.002	0.000	0.000	0.000	0.000	0.053	0.000	0.000	0.000	0.000	0.051	0.031	0.107	0.057	0.008	0.018	0.096	0.000	0.000	0.007	0.003	0.000	0.000	0.000	0.010	0.010	0.016	0.015	0.014	0.000	0.002	0.003	0.083	0.010	1.000	0.010	0.011	0.003	0.016	0.265
dst_host_serror_rate	0.000	0.021	0.000	0.003	0.017	0.004	0.000	0.000	0.000	0.014	0.852	0.536	0.168	0.810	0.584	0.997	0.012	0.023	0.000	0.192	0.004	0.001	0.004	0.017	0.996	0.997	0.111	0.113	0.850	0.028	0.059	0.712	0.023	0.547	0.010	1.000	0.998	0.109	0.108	0.235
dst_host_srv_serror_rate	0.000	0.022	0.000	0.003	0.017	0.004	0.000	0.000	0.000	0.014	0.851	0.536	0.168	0.811	0.585	0.999	0.003	0.023	0.000	0.193	0.004	0.001	0.004	0.017	0.995	0.999	0.111	0.114	0.851	0.015	0.059	0.713	0.009	0.548	0.011	0.998	1.000	0.109	0.108	0.233
dst_host_rerror_rate	0.004	0.028	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.006	0.341	0.274	0.128	0.324	0.298	0.957	0.000	0.012	0.000	0.098	0.001	0.000	0.001	0.009	0.109	0.109	0.977	0.957	0.321	0.013	0.042	0.270	0.064	0.252	0.003	0.109	0.109	1.000	0.927	0.067
dst_host_srv_rerror_rate	0.004	0.036	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.006	0.340	0.272	0.062	0.358	0.296	0.949	0.000	0.012	0.000	0.097	0.001	0.000	0.001	0.008	0.108	0.108	0.925	0.951	0.351	0.162	0.015	0.306	0.228	0.255	0.016	0.108	0.108	0.927	1.000	0.214
label	0.000	0.066	0.015	0.057	0.242	0.102	0.002	0.002	0.123	0.030	0.479	0.295	0.361	0.234	0.444	0.258	0.000	0.018	0.060	0.805	0.487	0.010	0.122	0.359	0.234	0.233	0.087	0.200	0.239	0.489	0.272	0.104	0.681	0.535	0.265	0.235	0.233	0.067	0.214	1.000

Synthetic

	Unnamed: 0	duration	src_bytes	dst_bytes	hot	num_failed_logins	num_compromised	num_root	num_file_creations	num_access_files	count	srv_count	dst_host_count	dst_host_srv_count	protocol_type	flag	land	wrong_fragment	urgent	logged_in	root_shell	su_attempted	num_shells	is_guest_login	serror_rate	srv_serror_rate	rerror_rate	srv_rerror_rate	same_srv_rate	diff_srv_rate	srv_diff_host_rate	dst_host_same_srv_rate	dst_host_diff_srv_rate	dst_host_same_src_port_rate	dst_host_srv_diff_host_rate	dst_host_serror_rate	dst_host_srv_serror_rate	dst_host_rerror_rate	dst_host_srv_rerror_rate	label
Unnamed: 0	1.000	-0.001	-0.001	-0.001	-0.002	-0.000	-0.001	0.000	-0.000	0.001	-0.000	-0.001	-0.001	-0.002	0.004	0.000	0.002	0.003	0.000	0.004	0.000	0.000	0.004	0.000	0.001	0.001	0.000	0.000	0.002	0.004	0.001	0.000	0.005	0.004	0.001	0.001	0.002	0.000	0.003	0.002
duration	-0.001	1.000	0.137	0.472	0.094	0.011	0.013	0.017	0.039	0.025	-0.385	-0.298	-0.278	-0.055	0.199	0.035	0.000	0.000	0.000	0.024	0.023	0.042	0.000	0.031	0.050	0.050	0.033	0.032	0.032	0.006	0.011	0.075	0.001	0.010	0.000	0.050	0.050	0.026	0.031	0.079
src_bytes	-0.001	0.137	1.000	0.228	0.141	-0.001	0.113	0.047	0.029	0.022	0.328	0.487	0.024	0.741	0.000	0.033	0.000	0.000	0.000	0.005	0.000	0.000	0.000	0.011	0.003	0.003	0.003	0.003	0.000	0.000	0.000	0.006	0.000	0.003	0.000	0.003	0.003	0.000	0.000	0.014
dst_bytes	-0.001	0.472	0.228	1.000	0.189	0.021	0.139	0.015	0.028	0.066	-0.633	-0.375	-0.561	0.148	0.009	0.013	0.058	0.000	0.000	0.026	0.000	0.049	0.000	0.006	0.011	0.011	0.003	0.002	0.012	0.000	0.000	0.009	0.004	0.009	0.020	0.010	0.011	0.004	0.003	0.059
hot	-0.002	0.094	0.141	0.189	1.000	0.093	0.648	0.011	0.051	0.002	-0.129	-0.117	-0.087	0.001	0.027	0.014	0.000	0.000	0.000	0.096	0.023	0.000	0.000	0.852	0.030	0.031	0.014	0.014	0.035	0.011	0.004	0.041	0.003	0.033	0.000	0.031	0.031	0.014	0.014	0.208
num_failed_logins	-0.000	0.011	-0.001	0.021	0.093	1.000	0.001	0.002	0.007	-0.001	-0.020	-0.020	-0.022	-0.008	0.008	0.111	0.000	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.009	0.009	0.038	0.038	0.011	0.000	0.001	0.012	0.000	0.010	0.004	0.009	0.009	0.004	0.003	0.161
num_compromised	-0.001	0.013	0.113	0.139	0.648	0.001	1.000	0.038	0.024	0.006	-0.085	-0.076	-0.055	0.010	0.002	0.007	0.000	0.000	0.354	0.013	0.300	0.509	0.000	0.022	0.002	0.002	0.000	0.000	0.004	0.000	0.000	0.006	0.000	0.003	0.000	0.002	0.002	0.000	0.000	0.004
num_root	0.000	0.017	0.047	0.015	0.011	0.002	0.038	1.000	0.025	0.007	-0.073	-0.068	-0.069	-0.016	0.000	0.000	0.000	0.000	0.408	0.011	0.245	0.577	0.000	0.031	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.004	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.003
num_file_creations	-0.000	0.039	0.029	0.028	0.051	0.007	0.024	0.025	1.000	0.017	-0.029	-0.027	-0.027	-0.008	0.003	0.030	0.000	0.000	0.000	0.016	0.000	0.000	0.000	0.049	0.003	0.003	0.000	0.000	0.005	0.000	0.000	0.006	0.000	0.005	0.000	0.003	0.003	0.000	0.000	0.040
num_access_files	0.001	0.025	0.022	0.066	0.002	-0.001	0.006	0.007	0.017	1.000	-0.050	-0.039	-0.028	0.001	0.021	0.014	0.000	0.000	0.500	0.077	0.160	0.520	0.000	0.022	0.024	0.024	0.012	0.011	0.029	0.000	0.031	0.023	0.000	0.028	0.000	0.024	0.024	0.011	0.011	0.032
count	-0.000	-0.385	0.328	-0.633	-0.129	-0.020	-0.085	-0.073	-0.029	-0.050	1.000	0.804	0.625	0.418	0.720	0.329	0.009	0.093	0.000	0.784	0.014	0.003	0.015	0.073	0.811	0.812	0.299	0.292	0.952	0.080	0.272	0.844	0.086	0.947	0.051	0.814	0.813	0.306	0.313	0.473
srv_count	-0.001	-0.298	0.487	-0.375	-0.117	-0.020	-0.076	-0.068	-0.027	-0.039	0.804	1.000	0.451	0.641	0.728	0.219	0.005	0.248	0.000	0.354	0.005	0.000	0.007	0.033	0.487	0.489	0.240	0.244	0.591	0.055	0.123	0.715	0.049	0.952	0.023	0.488	0.489	0.236	0.234	0.223
dst_host_count	-0.001	-0.278	0.024	-0.561	-0.087	-0.022	-0.055	-0.069	-0.027	-0.028	0.625	0.451	1.000	0.121	0.252	0.150	0.029	0.069	0.008	0.754	0.019	0.012	0.022	0.068	0.318	0.320	0.124	0.122	0.373	0.026	0.309	0.198	0.013	0.315	0.119	0.321	0.321	0.128	0.100	0.407
dst_host_srv_count	-0.002	-0.055	0.741	0.148	0.001	-0.008	0.010	-0.016	-0.008	0.001	0.418	0.641	0.121	1.000	0.546	0.312	0.007	0.135	0.000	0.495	0.010	0.011	0.042	0.131	0.780	0.783	0.295	0.303	0.938	0.073	0.383	0.908	0.077	0.720	0.052	0.783	0.784	0.300	0.327	0.303
protocol_type	0.004	0.199	0.000	0.009	0.027	0.008	0.002	0.000	0.003	0.021	0.720	0.728	0.252	0.546	1.000	0.512	0.005	0.161	0.000	0.394	0.007	0.002	0.008	0.037	0.545	0.547	0.268	0.272	0.638	0.050	0.089	0.718	0.052	0.961	0.021	0.546	0.547	0.264	0.261	0.365
flag	0.000	0.035	0.033	0.013	0.014	0.111	0.007	0.000	0.030	0.014	0.329	0.219	0.150	0.312	0.512	1.000	0.020	0.036	0.002	0.494	0.012	0.010	0.007	0.036	0.986	0.990	0.965	0.978	0.948	0.109	0.115	0.777	0.184	0.654	0.027	0.989	0.990	0.954	0.940	0.260
land	0.002	0.000	0.000	0.058	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.005	0.029	0.007	0.005	0.020	1.000	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.008	0.007	0.000	0.000	0.002	0.000	0.028	0.005	0.000	0.005	0.111	0.007	0.000	0.000	0.000	0.001
wrong_fragment	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.093	0.248	0.069	0.135	0.161	0.036	0.000	1.000	0.000	0.028	0.000	0.000	0.000	0.001	0.040	0.041	0.020	0.020	0.030	0.003	0.009	0.053	0.014	0.042	0.009	0.041	0.041	0.019	0.019	0.020
urgent	0.000	0.000	0.000	0.000	0.000	0.000	0.354	0.408	0.000	0.500	0.000	0.000	0.008	0.000	0.000	0.002	0.000	0.000	1.000	0.000	0.000	0.354	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002
logged_in	0.004	0.024	0.005	0.026	0.096	0.006	0.013	0.011	0.016	0.077	0.784	0.354	0.754	0.495	0.394	0.494	0.003	0.028	0.000	1.000	0.018	0.009	0.027	0.093	0.313	0.314	0.152	0.154	0.373	0.004	0.210	0.199	0.029	0.346	0.012	0.314	0.314	0.150	0.149	0.784
root_shell	0.000	0.023	0.000	0.000	0.023	0.000	0.300	0.245	0.000	0.160	0.014	0.005	0.019	0.010	0.007	0.012	0.000	0.000	0.000	0.018	1.000	0.153	0.227	0.000	0.005	0.005	0.002	0.002	0.006	0.000	0.000	0.003	0.000	0.002	0.003	0.005	0.005	0.002	0.002	0.354
su_attempted	0.000	0.042	0.000	0.049	0.000	0.000	0.509	0.577	0.000	0.520	0.003	0.000	0.012	0.011	0.002	0.010	0.000	0.000	0.354	0.009	0.153	1.000	0.000	0.016	0.002	0.002	0.000	0.000	0.003	0.000	0.006	0.004	0.000	0.003	0.000	0.002	0.002	0.000	0.000	0.005
num_shells	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.007	0.022	0.042	0.008	0.007	0.000	0.000	0.000	0.027	0.227	0.000	1.000	0.002	0.009	0.009	0.004	0.004	0.009	0.000	0.000	0.014	0.000	0.010	0.000	0.009	0.009	0.004	0.004	0.080
is_guest_login	0.000	0.031	0.011	0.006	0.852	0.000	0.022	0.031	0.049	0.022	0.073	0.033	0.068	0.131	0.037	0.036	0.000	0.001	0.000	0.093	0.000	0.016	0.002	1.000	0.029	0.029	0.014	0.014	0.034	0.005	0.004	0.044	0.000	0.034	0.000	0.029	0.029	0.014	0.014	0.306
serror_rate	0.001	0.050	0.003	0.011	0.030	0.009	0.002	0.000	0.003	0.024	0.811	0.487	0.318	0.780	0.545	0.986	0.008	0.040	0.000	0.313	0.005	0.002	0.009	0.029	1.000	0.991	0.204	0.207	0.816	0.044	0.107	0.668	0.038	0.500	0.019	0.991	0.991	0.201	0.198	0.390
srv_serror_rate	0.001	0.050	0.003	0.011	0.031	0.009	0.002	0.000	0.003	0.024	0.812	0.489	0.320	0.783	0.547	0.990	0.007	0.041	0.000	0.314	0.005	0.002	0.009	0.029	0.991	1.000	0.205	0.208	0.820	0.032	0.108	0.671	0.025	0.502	0.019	0.993	0.994	0.202	0.199	0.389
rerror_rate	0.000	0.033	0.003	0.003	0.014	0.038	0.000	0.000	0.000	0.012	0.299	0.240	0.124	0.295	0.268	0.965	0.000	0.020	0.000	0.152	0.002	0.000	0.004	0.014	0.204	0.205	1.000	0.969	0.283	0.005	0.016	0.229	0.056	0.220	0.012	0.205	0.205	0.965	0.929	0.089
srv_rerror_rate	0.000	0.032	0.003	0.002	0.014	0.038	0.000	0.000	0.000	0.011	0.292	0.244	0.122	0.303	0.272	0.978	0.000	0.020	0.000	0.154	0.002	0.000	0.004	0.014	0.207	0.208	0.969	1.000	0.291	0.107	0.013	0.236	0.164	0.223	0.012	0.208	0.208	0.954	0.945	0.154
same_srv_rate	0.002	0.032	0.000	0.012	0.035	0.011	0.004	0.003	0.005	0.029	0.952	0.591	0.373	0.938	0.638	0.948	0.002	0.030	0.000	0.373	0.006	0.003	0.009	0.034	0.816	0.820	0.283	0.291	1.000	0.078	0.126	0.814	0.044	0.603	0.024	0.819	0.820	0.294	0.320	0.429
diff_srv_rate	0.004	0.006	0.000	0.000	0.011	0.000	0.000	0.000	0.000	0.000	0.080	0.055	0.026	0.073	0.050	0.109	0.000	0.003	0.000	0.004	0.000	0.000	0.000	0.005	0.044	0.032	0.005	0.107	0.078	1.000	0.020	0.075	0.560	0.045	0.000	0.044	0.032	0.006	0.111	0.411
srv_diff_host_rate	0.001	0.011	0.000	0.000	0.004	0.001	0.000	0.000	0.000	0.031	0.272	0.123	0.309	0.383	0.089	0.115	0.028	0.009	0.000	0.210	0.000	0.006	0.000	0.004	0.107	0.108	0.016	0.013	0.126	0.020	1.000	0.054	0.006	0.080	0.011	0.108	0.108	0.010	0.012	0.294
dst_host_same_srv_rate	0.000	0.075	0.006	0.009	0.041	0.012	0.006	0.004	0.006	0.023	0.844	0.715	0.198	0.908	0.718	0.777	0.005	0.053	0.000	0.199	0.003	0.004	0.014	0.044	0.668	0.671	0.229	0.236	0.814	0.075	0.054	1.000	0.066	0.712	0.016	0.670	0.672	0.234	0.266	0.106
dst_host_diff_srv_rate	0.005	0.001	0.000	0.004	0.003	0.000	0.000	0.000	0.000	0.000	0.086	0.049	0.013	0.077	0.052	0.184	0.000	0.014	0.000	0.029	0.000	0.000	0.000	0.000	0.038	0.025	0.056	0.164	0.044	0.560	0.006	0.066	1.000	0.016	0.087	0.038	0.025	0.046	0.170	0.577
dst_host_same_src_port_rate	0.004	0.010	0.003	0.009	0.033	0.010	0.003	0.002	0.005	0.028	0.947	0.952	0.315	0.720	0.961	0.654	0.005	0.042	0.000	0.346	0.002	0.003	0.010	0.034	0.500	0.502	0.220	0.223	0.603	0.045	0.080	0.712	0.016	1.000	0.024	0.501	0.502	0.217	0.219	0.379
dst_host_srv_diff_host_rate	0.001	0.000	0.000	0.020	0.000	0.004	0.000	0.000	0.000	0.000	0.051	0.023	0.119	0.052	0.021	0.027	0.111	0.009	0.000	0.012	0.003	0.000	0.000	0.000	0.019	0.019	0.012	0.012	0.024	0.000	0.011	0.016	0.087	0.024	1.000	0.019	0.020	0.007	0.012	0.254
dst_host_serror_rate	0.001	0.050	0.003	0.010	0.031	0.009	0.002	0.000	0.003	0.024	0.814	0.488	0.321	0.783	0.546	0.989	0.007	0.041	0.000	0.314	0.005	0.002	0.009	0.029	0.991	0.993	0.205	0.208	0.819	0.044	0.108	0.670	0.038	0.501	0.019	1.000	0.994	0.201	0.199	0.391
dst_host_srv_serror_rate	0.002	0.050	0.003	0.011	0.031	0.009	0.002	0.000	0.003	0.024	0.813	0.489	0.321	0.784	0.547	0.990	0.000	0.041	0.000	0.314	0.005	0.002	0.009	0.029	0.991	0.994	0.205	0.208	0.820	0.032	0.108	0.672	0.025	0.502	0.020	0.994	1.000	0.201	0.199	0.390
dst_host_rerror_rate	0.000	0.026	0.000	0.004	0.014	0.004	0.000	0.000	0.000	0.011	0.306	0.236	0.128	0.300	0.264	0.954	0.000	0.019	0.000	0.150	0.002	0.000	0.004	0.014	0.201	0.202	0.965	0.954	0.294	0.006	0.010	0.234	0.046	0.217	0.007	0.201	0.201	1.000	0.929	0.088
dst_host_srv_rerror_rate	0.003	0.031	0.000	0.003	0.014	0.003	0.000	0.000	0.000	0.011	0.313	0.234	0.100	0.327	0.261	0.940	0.000	0.019	0.000	0.149	0.002	0.000	0.004	0.014	0.198	0.199	0.929	0.945	0.320	0.111	0.012	0.266	0.170	0.219	0.012	0.199	0.199	0.929	1.000	0.181
label	0.002	0.079	0.014	0.059	0.208	0.161	0.004	0.003	0.040	0.032	0.473	0.223	0.407	0.303	0.365	0.260	0.001	0.020	0.002	0.784	0.354	0.005	0.080	0.306	0.390	0.389	0.089	0.154	0.429	0.411	0.294	0.106	0.577	0.379	0.254	0.391	0.390	0.088	0.181	1.000

Count
Matrix

Real

A simple visualization of nullity by column.

Synthetic

A simple visualization of nullity by column.

Real

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Synthetic

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

Real

	Unnamed: 0	duration	protocol_type	service	flag	src_bytes	dst_bytes	logged_in	count	srv_count	serror_rate	srv_serror_rate	rerror_rate	srv_rerror_rate	same_srv_rate	dst_host_count	dst_host_srv_count	dst_host_same_srv_rate	dst_host_same_src_port_rate	dst_host_serror_rate	dst_host_srv_serror_rate	dst_host_rerror_rate	dst_host_srv_rerror_rate	label
0	0	1	tcp	smtp	SF	1022	389	1	1	1	0	0	0	0	1	83	175	0	0	0	0	0	0	normal
1	1	0	tcp	http	SF	376	285	1	2	2	0	0	0	0	1	255	255	1	0	0	0	0	0	normal
2	2	0	icmp	ecr_i	SF	1032	0	0	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
3	3	0	icmp	ecr_i	SF	1032	0	0	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
4	4	0	tcp	private	S0	0	0	0	252	1	1	1	0	0	0	255	1	0	0	1	1	0	0	dos
5	5	0	icmp	ecr_i	SF	520	0	0	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
6	6	0	tcp	private	S0	0	0	0	245	12	1	1	0	0	0	255	9	0	0	1	1	0	0	dos
7	7	0	tcp	private	REJ	0	0	0	235	18	0	0	1	1	0	255	18	0	0	0	0	1	1	dos
8	8	0	icmp	ecr_i	SF	1032	0	0	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
9	9	0	tcp	http	SF	304	1854	1	11	12	0	0	0	0	1	68	255	1	0	0	0	0	0	normal

Synthetic

	Unnamed: 0	duration	protocol_type	service	flag	src_bytes	dst_bytes	count	srv_count	serror_rate	srv_serror_rate	same_srv_rate	dst_host_count	dst_host_srv_count	dst_host_same_srv_rate	dst_host_same_src_port_rate	dst_host_serror_rate	dst_host_srv_serror_rate	label
0	0	0	tcp	name	S0	0	0	102	8	1	1	0	255	15	0	0	1	1	dos
1	1	13	udp	private	SF	105	146	2	1	0	0	1	254	216	0	0	0	0	normal
2	2	0	icmp	ecr_i	SF	1143	0	494	492	0	0	1	255	252	1	1	0	0	dos
3	3	0	icmp	ecr_i	SF	948	0	500	511	0	0	1	254	251	1	1	0	0	dos
4	4	0	icmp	ecr_i	SF	794	0	510	496	0	0	1	253	254	1	1	0	0	dos
5	5	0	icmp	ecr_i	SF	1032	0	509	510	0	0	1	255	255	1	1	0	0	dos
6	6	0	tcp	remote_job	S0	0	0	146	18	1	1	0	255	3	0	0	1	1	dos
7	7	0	icmp	ecr_i	SF	1032	0	511	511	0	0	1	255	255	1	1	0	0	dos
8	8	0	icmp	ecr_i	SF	970	0	498	498	0	0	1	255	255	1	1	0	0	dos
9	9	0	icmp	ecr_i	SF	551	0	484	504	0	0	1	254	254	1	1	0	0	dos

Real

	Unnamed: 0	protocol_type	service	flag	src_bytes	count	srv_count	serror_rate	srv_serror_rate	rerror_rate	srv_rerror_rate	same_srv_rate	dst_host_count	dst_host_srv_count	dst_host_same_srv_rate	dst_host_same_src_port_rate	dst_host_serror_rate	dst_host_srv_serror_rate	dst_host_rerror_rate	dst_host_srv_rerror_rate	label
494011	494011	tcp	efs	S0	0	143	14	1	1	0	0	0	255	14	0	0	1	1	0	0	dos
494012	494012	icmp	ecr_i	SF	1032	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
494013	494013	tcp	private	S0	0	205	2	1	1	0	0	0	255	13	0	0	1	1	0	0	dos
494014	494014	tcp	printer	S0	0	127	10	1	1	0	0	0	255	12	0	0	1	1	0	0	dos
494015	494015	icmp	ecr_i	SF	1032	511	510	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
494016	494016	icmp	ecr_i	SF	520	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
494017	494017	tcp	private	S0	0	265	10	1	1	0	0	0	255	10	0	0	1	1	0	0	dos
494018	494018	icmp	ecr_i	SF	520	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
494019	494019	icmp	ecr_i	SF	1032	511	511	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
494020	494020	tcp	private	REJ	0	255	7	0	0	1	1	0	255	7	0	0	0	0	1	1	dos

Synthetic

	Unnamed: 0	duration	protocol_type	service	flag	src_bytes	dst_bytes	logged_in	count	srv_count	serror_rate	srv_serror_rate	rerror_rate	srv_rerror_rate	same_srv_rate	dst_host_count	dst_host_srv_count	dst_host_same_srv_rate	dst_host_same_src_port_rate	dst_host_serror_rate	dst_host_srv_serror_rate	dst_host_rerror_rate	dst_host_srv_rerror_rate	label
494011	494011	0	icmp	ecr_i	SF	1128	0	0	476	495	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
494012	494012	0	tcp	shell	OTH	0	0	0	181	1	0	0	1	1	0	255	1	0	0	0	0	1	1	dos
494013	494013	0	tcp	http	SF	220	1836	1	10	14	0	0	0	0	1	173	253	1	0	0	0	0	0	normal
494014	494014	0	icmp	ecr_i	SF	1235	0	0	507	491	0	0	0	0	1	255	255	1	1	0	0	0	0	dos
494015	494015	0	tcp	private	S0	0	0	0	54	2	1	1	0	0	0	255	10	0	0	1	1	0	0	dos
494016	494016	0	icmp	ecr_i	SF	703	0	0	495	492	0	0	0	0	1	254	255	1	1	0	0	0	0	dos
494017	494017	3	tcp	ftp	S3	196	192	1	54	69	0	0	0	0	1	191	215	1	0	0	0	0	0	normal
494018	494018	0	tcp	nnsp	S0	0	0	0	293	19	1	1	0	0	0	255	25	0	0	1	1	0	0	dos
494019	494019	0	tcp	http	SF	225	13461	1	5	3	0	0	0	0	1	45	60	1	0	0	0	0	0	normal
494020	494020	0	tcp	nnsp	S0	0	0	0	229	11	1	1	0	0	0	255	14	0	0	1	1	0	0	dos

Real

	Unnamed: 0	duration	protocol_type	service	flag	src_bytes	dst_bytes	land	wrong_fragment	urgent	hot	num_failed_logins	logged_in	num_compromised	root_shell	su_attempted	num_root	num_file_creations	num_shells	num_access_files	is_host_login	is_guest_login	count	srv_count	serror_rate	srv_serror_rate	rerror_rate	srv_rerror_rate	same_srv_rate	diff_srv_rate	srv_diff_host_rate	dst_host_count	dst_host_srv_count	dst_host_same_srv_rate	dst_host_diff_srv_rate	dst_host_same_src_port_rate	dst_host_srv_diff_host_rate	dst_host_serror_rate	dst_host_srv_serror_rate	dst_host_rerror_rate	dst_host_srv_rerror_rate	label	# duplicates
Dataset does not contain duplicate rows.

Synthetic

	Unnamed: 0	duration	protocol_type	service	flag	src_bytes	dst_bytes	land	wrong_fragment	urgent	hot	num_failed_logins	logged_in	num_compromised	root_shell	su_attempted	num_root	num_file_creations	num_shells	num_access_files	is_host_login	is_guest_login	count	srv_count	serror_rate	srv_serror_rate	rerror_rate	srv_rerror_rate	same_srv_rate	diff_srv_rate	srv_diff_host_rate	dst_host_count	dst_host_srv_count	dst_host_same_srv_rate	dst_host_diff_srv_rate	dst_host_same_src_port_rate	dst_host_srv_diff_host_rate	dst_host_serror_rate	dst_host_srv_serror_rate	dst_host_rerror_rate	dst_host_srv_rerror_rate	label	# duplicates
Dataset does not contain duplicate rows.

Real	Synthetic
`is_host_login` has constant value ""	`is_host_login` has constant value ""	Constant
`src_bytes` is highly overall correlated with `count` and 2 other fields	`src_bytes` is highly overall correlated with `dst_host_srv_count`	High Correlation
`dst_bytes` is highly overall correlated with `count` and 1 other fields	`dst_bytes` is highly overall correlated with `count` and 1 other fields	High Correlation
`hot` is highly overall correlated with `num_compromised` and 1 other fields	`hot` is highly overall correlated with `num_compromised` and 1 other fields	High Correlation
`num_compromised` is highly overall correlated with `hot` and 1 other fields	`num_compromised` is highly overall correlated with `hot` and 1 other fields	High Correlation
`num_root` is highly overall correlated with `su_attempted`	`num_root` is highly overall correlated with `su_attempted`	High Correlation
`num_access_files` is highly overall correlated with `su_attempted`	`num_access_files` is highly overall correlated with `su_attempted`	High Correlation
`count` is highly overall correlated with `src_bytes` and 13 other fields	`count` is highly overall correlated with `dst_bytes` and 11 other fields	High Correlation
`srv_count` is highly overall correlated with `src_bytes` and 10 other fields	`srv_count` is highly overall correlated with `count` and 5 other fields	High Correlation
`dst_host_count` is highly overall correlated with `dst_bytes` and 2 other fields	`dst_host_count` is highly overall correlated with `dst_bytes` and 2 other fields	High Correlation
`dst_host_srv_count` is highly overall correlated with `src_bytes` and 10 other fields	`dst_host_srv_count` is highly overall correlated with `src_bytes` and 9 other fields	High Correlation
`protocol_type` is highly overall correlated with `count` and 10 other fields	`protocol_type` is highly overall correlated with `count` and 10 other fields	High Correlation
`flag` is highly overall correlated with `serror_rate` and 10 other fields	`flag` is highly overall correlated with `protocol_type` and 11 other fields	High Correlation
`logged_in` is highly overall correlated with `count` and 3 other fields	`logged_in` is highly overall correlated with `count` and 2 other fields	High Correlation
`su_attempted` is highly overall correlated with `num_compromised` and 2 other fields	`su_attempted` is highly overall correlated with `num_compromised` and 2 other fields	High Correlation
`is_guest_login` is highly overall correlated with `hot`	`is_guest_login` is highly overall correlated with `hot`	High Correlation
`serror_rate` is highly overall correlated with `count` and 10 other fields	`serror_rate` is highly overall correlated with `count` and 9 other fields	High Correlation
`srv_serror_rate` is highly overall correlated with `count` and 10 other fields	`srv_serror_rate` is highly overall correlated with `count` and 9 other fields	High Correlation
`rerror_rate` is highly overall correlated with `flag` and 3 other fields	`rerror_rate` is highly overall correlated with `flag` and 3 other fields	High Correlation
`srv_rerror_rate` is highly overall correlated with `flag` and 3 other fields	`srv_rerror_rate` is highly overall correlated with `flag` and 3 other fields	High Correlation
`same_srv_rate` is highly overall correlated with `count` and 10 other fields	`same_srv_rate` is highly overall correlated with `count` and 10 other fields	High Correlation
`diff_srv_rate` is highly overall correlated with `dst_host_diff_srv_rate`	`diff_srv_rate` is highly overall correlated with `dst_host_diff_srv_rate`	High Correlation
`dst_host_same_srv_rate` is highly overall correlated with `count` and 10 other fields	`dst_host_same_srv_rate` is highly overall correlated with `count` and 10 other fields	High Correlation
`dst_host_diff_srv_rate` is highly overall correlated with `diff_srv_rate` and 1 other fields	`dst_host_diff_srv_rate` is highly overall correlated with `diff_srv_rate` and 1 other fields	High Correlation
`dst_host_same_src_port_rate` is highly overall correlated with `count` and 11 other fields	`dst_host_same_src_port_rate` is highly overall correlated with `count` and 10 other fields	High Correlation
`dst_host_serror_rate` is highly overall correlated with `count` and 10 other fields	`dst_host_serror_rate` is highly overall correlated with `count` and 9 other fields	High Correlation
`dst_host_srv_serror_rate` is highly overall correlated with `count` and 10 other fields	`dst_host_srv_serror_rate` is highly overall correlated with `count` and 9 other fields	High Correlation
`dst_host_rerror_rate` is highly overall correlated with `flag` and 3 other fields	`dst_host_rerror_rate` is highly overall correlated with `flag` and 3 other fields	High Correlation
`dst_host_srv_rerror_rate` is highly overall correlated with `flag` and 3 other fields	`dst_host_srv_rerror_rate` is highly overall correlated with `flag` and 3 other fields	High Correlation
`label` is highly overall correlated with `logged_in` and 2 other fields	`label` is highly overall correlated with `logged_in` and 1 other fields	High Correlation
`flag` is highly imbalanced (71.1%)	`flag` is highly imbalanced (50.4%)	Imbalance
`land` is highly imbalanced (99.9%)	`land` is highly imbalanced (99.9%)	Imbalance
`wrong_fragment` is highly imbalanced (98.3%)	`wrong_fragment` is highly imbalanced (97.5%)	Imbalance
`urgent` is highly imbalanced (> 99.9%)	`urgent` is highly imbalanced (> 99.9%)	Imbalance
`root_shell` is highly imbalanced (99.8%)	`root_shell` is highly imbalanced (99.9%)	Imbalance
`su_attempted` is highly imbalanced (> 99.9%)	`su_attempted` is highly imbalanced (> 99.9%)	Imbalance
`num_shells` is highly imbalanced (99.9%)	`num_shells` is highly imbalanced (99.8%)	Imbalance
`is_guest_login` is highly imbalanced (98.5%)	`is_guest_login` is highly imbalanced (97.9%)	Imbalance
`rerror_rate` is highly imbalanced (69.4%)	`rerror_rate` is highly imbalanced (55.0%)	Imbalance
`srv_rerror_rate` is highly imbalanced (68.5%)	`srv_rerror_rate` is highly imbalanced (54.2%)	Imbalance
`diff_srv_rate` is highly imbalanced (95.6%)	`diff_srv_rate` is highly imbalanced (95.1%)	Imbalance
`srv_diff_host_rate` is highly imbalanced (87.9%)	`srv_diff_host_rate` is highly imbalanced (82.2%)	Imbalance
`dst_host_diff_srv_rate` is highly imbalanced (96.2%)	`dst_host_diff_srv_rate` is highly imbalanced (96.0%)	Imbalance
`dst_host_srv_diff_host_rate` is highly imbalanced (99.1%)	`dst_host_srv_diff_host_rate` is highly imbalanced (98.8%)	Imbalance
`dst_host_rerror_rate` is highly imbalanced (70.2%)	`dst_host_rerror_rate` is highly imbalanced (55.9%)	Imbalance
`dst_host_srv_rerror_rate` is highly imbalanced (70.5%)	`dst_host_srv_rerror_rate` is highly imbalanced (56.5%)	Imbalance
`label` is highly imbalanced (65.3%)	`label` is highly imbalanced (60.3%)	Imbalance
`duration` is highly skewed (γ1 = 25.86485736)	Alert not present in this dataset	Skewed
`src_bytes` is highly skewed (γ1 = 699.2131508)	`src_bytes` is highly skewed (γ1 = 240.2597569)	Skewed
`dst_bytes` is highly skewed (γ1 = 136.7592782)	`dst_bytes` is highly skewed (γ1 = 94.51300204)	Skewed
`hot` is highly skewed (γ1 = 32.62914514)	`hot` is highly skewed (γ1 = 27.07183851)	Skewed
`num_failed_logins` is highly skewed (γ1 = 160.8026164)	`num_failed_logins` is highly skewed (γ1 = 78.09030246)	Skewed
`num_compromised` is highly skewed (γ1 = 417.5302281)	`num_compromised` is highly skewed (γ1 = 209.4544452)	Skewed
`num_root` is highly skewed (γ1 = 417.0658359)	`num_root` is highly skewed (γ1 = 260.6141868)	Skewed
`num_file_creations` is highly skewed (γ1 = 192.3347657)	`num_file_creations` is highly skewed (γ1 = 180.1583285)	Skewed
`num_access_files` is highly skewed (γ1 = 61.20145172)	`num_access_files` is highly skewed (γ1 = 50.78371256)	Skewed
`Unnamed: 0` is uniformly distributed	`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	`Unnamed: 0` has unique values	Unique
`duration` has 481671 (97.5%) zeros	`duration` has 454559 (92.0%) zeros	Zeros
`src_bytes` has 115342 (23.3%) zeros	`src_bytes` has 193325 (39.1%) zeros	Zeros
`dst_bytes` has 408258 (82.6%) zeros	`dst_bytes` has 372649 (75.4%) zeros	Zeros
`hot` has 490829 (99.4%) zeros	`hot` has 489530 (99.1%) zeros	Zeros
`num_failed_logins` has 493958 (> 99.9%) zeros	`num_failed_logins` has 493926 (> 99.9%) zeros	Zeros
`num_compromised` has 491797 (99.5%) zeros	`num_compromised` has 491868 (99.6%) zeros	Zeros
`num_root` has 493436 (99.9%) zeros	`num_root` has 492697 (99.7%) zeros	Zeros
`num_file_creations` has 493756 (99.9%) zeros	`num_file_creations` has 493808 (> 99.9%) zeros	Zeros
`num_access_files` has 493567 (99.9%) zeros	`num_access_files` has 493323 (99.9%) zeros	Zeros
Alert not present in this dataset	`count` has 9930 (2.0%) zeros	Zeros
Alert not present in this dataset	`srv_count` has 11957 (2.4%) zeros	Zeros

Overview

Variables

Common Values

Length

Common Values (Plot)

Real

Synthetic

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Connector Punctuation

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Real

Synthetic

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Real

Synthetic

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Real

Synthetic

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length